{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bfe448ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "from scipy.optimize import curve_fit\n",
    "from scipy.special import wofz\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b6fc7fe8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def voigt_profile(x, a, b, sigma, gamma):\n",
    "    return a * np.real(wofz(((x - b) + 1j * gamma) / (sigma * np.sqrt(2)))) / (sigma * np.sqrt(2 * np.pi))\n",
    "\n",
    "def multi_voigt(x, *params):\n",
    "    num_peaks = (len(params) - 4) // 2\n",
    "    sigma, gamma = params[-4], params[-3]\n",
    "    slope, intercept = params[-2], params[-1]\n",
    "    baseline = slope * x + intercept\n",
    "    y = np.zeros_like(x)\n",
    "    for i in range(num_peaks):\n",
    "        a, b = params[2 * i: 2 * i + 2]\n",
    "        y += voigt_profile(x, a, b, sigma, gamma)\n",
    "    return y + baseline\n",
    "\n",
    "files = ['RL', 'RR', 'LL', 'LR']\n",
    "Ts = [14, 20, 30, 40, 50, 55, 60, 65, 70, 80, 100, 130, 160, 190, 250, 296]\n",
    "Rcoeffs = [1.133, 1.121]\n",
    "\n",
    "plt.figure()\n",
    "plt.title(\"LL\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "EsVH = np.zeros((16, 990))\n",
    "dataVH = np.zeros((16, 990))\n",
    "for num, T in enumerate(Ts):\n",
    "    filename = f'LL{T}K.txt'\n",
    "    data = np.loadtxt(filename)\n",
    "    plt.plot(data[26:, 0], data[26:, 1] + 50 * num, '.-', color=(num / 20, 0, 0))\n",
    "    dataVH[num, :] = data[26:26 + 990, 1]\n",
    "    EsVH[num, :] = data[26:26 + 990, 0]\n",
    "plt.ylim([20, 1000])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "X, Y = np.meshgrid(EsVH[0, :], Ts)\n",
    "plt.pcolormesh(X, Y, dataVH, shading='auto', cmap='jet')\n",
    "plt.colorbar()\n",
    "plt.clim([10, 50])\n",
    "plt.title(\"LL Intensity Map\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.title(\"RR\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "EsHV = np.zeros((16, 990))\n",
    "dataHV = np.zeros((16, 990))\n",
    "for num, T in enumerate(Ts):\n",
    "    filename = f'RR{T}K.txt'\n",
    "    data = np.loadtxt(filename)\n",
    "    plt.plot(data[26:, 0], data[26:, 1] + 50 * num, '.-', color=(num / 20, 0, 0))\n",
    "    dataHV[num, :] = data[26:26 + 990, 1]\n",
    "    EsHV[num, :] = data[26:26 + 990, 0]\n",
    "plt.ylim([20, 1000])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "X, Y = np.meshgrid(EsHV[0, :], Ts)\n",
    "plt.pcolormesh(X, Y, dataHV, shading='auto', cmap='jet')\n",
    "plt.colorbar()\n",
    "plt.clim([10, 200])\n",
    "plt.title(\"RR Intensity Map\")\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "dd642daf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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CgUAgBFFQohZBlSiIQiwWLLNmKRYhG3ABbQuRDbhks12VVZy1XGYAJrOZiKtQAAoEAoFACKKgxFZFggjA1rAhshy4gL2Pl5Y8kLD7W4+vW1dZQ6s8NIKqTWYzj69YQaOrrBClQCAQCOyIGKJgRCWCig8fpmbz5pW2aen0aSXtvqa3eYGLR48GeESVQ7HVSlF6OqGxsW4uMwlYeegQjSMjq2ZwAoFAIAg4wkIUhBz+8EPl7829epFdSRWSz1utWOfNU2KGJOyiyKwzvw1ofMcdlTK2QJKdlMTG6Gi2DRrExuhojn72mds8wjIkEAgEVzdCEAUZxVYre6dPL5tgs/FLQkKlNBfVyzLTCqq2ASFxcdR39D27Uim2WtkzYULZfpeWcmD+fLf59i1aVMkjEwgEAkFlIgRRkKHVXNRWUkJRJRRA1Msy04piugi0f+ONgI8p0BRpiEAtl1nGzJlkLF5ciSMTCAQCQWUiBFGQodVcVDKbCa2E7KYQi4W2b72lfLYBeWhbiCTg7J49AR9ToNE63lpIwL6ZMyvFUicQCASCykcIoiCjlsVC7HPPlU0wmbh+xQpqVVIMS+Phw5W/i4Ea6Bdm/OXRR69KgaCbaVBaWimWOoFAIBBUPkIQBSHN7rlH+Tvu88+JGjeu0radvXCh8nct7OJAXYtI/r8GUNtm4+CcOZU2tkDg6qKUgOou88hxVJVlqRMIBAJB5SMEUTCiekDXbNKk0jZ73molRxVQLGeZlQDnsFuM1EjAicREzl9BVqLzVit5KSnKmENd4qZMuLsIJcBUyZY6gUAgEFQuQhAFI1XUuqNYI6Bbto7YVJ+dKC2l+ApxIx1OTGRbVBQ/DxrEtuhocpOSqGWx0Pbvf1fmKcXdRWgDvistJbsyBysQCASCSkUIomBELUo0qiYHiloaAcY24JLLZ1dO/PvfgRyWXzhvtZI+cWLZsS0tZX9CAuetVhr07KnMZ8NenduVYuCDhATyriBrmEAgEAiMIwRREFJVrTsu5OZqbk+eouVOAjjy+utB7zbTsn5RUkJxRgZFBw44T3b5H6ApUFpSwvErxBomEAgEAt8QgigYqQJBlJuUxK5evdymS5RVqi5BJ+PMZgt6t5mW9QuzmVoxMZz99VfnyS7/S0AfoDvQRARVCwQCwVWJEETBSCXHEJ23Wtk/YYKudUiWEaWOf1rUCnKhEGKxUK9fv7IJJhPtVqzABmSpai/JTWtdkYC2gJSbG9iBCgQCgaBKEIIoCHGqlFwJgkirZQfYxdBF1WcT+hfMhStAKEjV3KWOa6VqPbcgjumnN28OyNgEAoFAULUIQRSMqB7QlWEhqhUbqzndVRiYNabJFAS5UDhvtZL/3XdlExxB1dXq1HGaTyvLTMYGNFRbmQQCgUBw1SAEURBiK1GF81ZCllmIxUKDIUPcx4FzYLFuDBFw6eTJAIzMf+gFVV/IzHSa5LrP6oKUNeLjr/hmtgKBQCDQRgiiIMRWyWn3561W8r7+2nkM2IWBeuul2FPStURR9vz5QZ1pphdUXeohq841/T7illsCMjaBQCAQVD1CEAUjapdZJQiiw8uWuQkvObtMXZQRnGOKnHCksAcrIRYLDW67rWyC2Uy7FSuo37evMkmdUQfOLkIJyH7mmaAWfQKBQCAoP0IQBSFql1mgBdF5q5WcxYs1v5NwDzL2FHRsCg317+D8TEirVsrfN/z0ExHjxlHLYqH56NFUB2pT1r8NNPYzyEWfQCAQCMqPEETBSCW6zIrT0z1+fx5nC5GnoONDzz4btBaU3KQkclesUD7nffON8rd05gw1cLYGaVEC5Ae56BMIBAJB+RCCKAixVaLL7PCbb+qPw/G/5DLtksa8AGe+/ZZtUVHkJiX5aXT+QavO0kGH++u81Ur++vW6IkiNCchMTg7YOK9oKrGiukAgEAQCIYiCEbUICqAgyk9L4+Qnn2h+ZwMuYHcfuT7qStxnVy1oY/+ECeSnpflljK64dqs3gmadJYf7a3uPHobXIwEsWRK0VjCBQCAQlB8hiIKQyrIQFfzwg+5357FnWWlZTjy5zewzlLKrVy+/W4pyk5LYFh3t1K3eCLViY8HkcqlLEmd++onSY8d8G0RpqYgj0sI1g08gEAiuMIQgCkYqqXVHzrJl3oeCuyjS6wjvPJON/Y8+6jdriuL2kgWiqlu9N0IsFpo++KDb+I69954hV5kTjv5nAheEy0wgEFzhCEEUjFSCy2zXoEFczM42NK/Wo+6SznTnBW3kb91aLjeXK57cXt44b7Vy7L333Kf//LPXfXD6XpJot2IFIRaLX/ZJIBAIBMGDEERBiC3Agig/LY38lBT97VNWkFHCHkukrtgMnos0qrEuWVIuN5crmm4vg9YazSrVDrxZiOTvS4Bim41anTuTMX26X/bpqkK4zAQCwRWOEERBSKBjiDzFDskNXW0un4uAcziLowvoZ5zJnN22rVxuLldCLBZi1C4+R7f6EIvF67J6vdqMIO+rGQgBdvfsiXXxYud9mjBBWIqEy0wgEFzhCEEUjATQQnTeaqXk/HnN7+TMMrXIkYszyq08XGOHDLnO1FSguGGTkSOVvzt/9RUR48YZX9jFgmEDarZv730xnb+dKC3FaiAeSyAQCATBS1ALosuXL/Pcc8/RqlUratWqRevWrfnHP/5BqUs3+L/97W80b96cWrVqMXDgQH777Ten9Vy4cIEnn3ySRo0aERoayp133ok1CN/o5biUi6pGqf4Mqs5NSmJbZCSZs2frzuOaUq92n4HnjvdGKW9F69ILF5S/q4eHG15Oy2UmAWf27fNNzHnAunQp+Wlp11Rc0XmrlfpAjaoeiEAgEPiBoBZECxYs4K233uL1119n7969LFy4kEWLFvHaa68p8yxcuJAlS5bw+uuvk5aWRrNmzbj11ls5e/asMs/kyZP57LPP+Pjjj/nxxx8pLCxk6NChlJR4rKhTqahTyg88/njZFxW0EMkiKz8tjf3jx3ucV7YGydiAPJd5XC8YT6089NjVqxfZixb5uBSUqixbpRd1u6q5YapTx22aTfVPPU1rHkOUlLCrV69rJq5Ivl67AL2B6n/8UdVDEggEggpRzfssVcfWrVu56667uOOOOwBo2bIlH330ETt27ADs1pNXXnmF2bNnc++99wLw7rvv0rRpUz788EMSEhLIz88nKSmJ999/n1sc3cpXr15NZGQk3377LfHx8VWzcyrcUsrVafcVEES5SUnsf/RRw/EdrtYgCWiAPX5I3QFe3eZCrknkkyiy2Tg4YwaX8/NpMHgwtWJjDcUC2VQWogsOK8x5q5Xi9HSP6ygtLHSbJmG/+E0u09T74trY1vsAHXM7YqUaxMcb2q8rjfNWq9N1JQG1Nm/mvNV6Ve6vQCC4NghqC9GNN97Ixo0b+cPx9vnzzz/z448/MmTIEAAOHTrE0aNHuU3VxbxmzZoMGDCALVu2ALBz504uXbrkNE/z5s257rrrlHmqGs2UcplyusxcH1pGUAdTy0g4i51SnEWTHHdUnlFmz5mjWFSyFy3y6m46/q9/KX//PnIkv//lL2yLivJqlakVG6sZQ6Tl6nEVduV2D17FjWDzt2zRdEEenDWragYkEAgEfiCoBdHMmTMZNWoU7du3p3r16nTr1o3JkyczatQoAI4ePQpA06ZNnZZr2rSp8t3Ro0epUaMGDRo00J1HiwsXLlBQUOD0L1BoppTLlNNClPXSSz6JoboDB2pmjGlZjVxHehltMWWY0lIOzphhFzaRkUommrrWz3mr1b5PysBsHH//fTerjJagCrFYCL3uOqdpekJHy21WXk78+99On/1RuyiY6x8dX72a7MWLq3oYAoFAUC6CWhD961//YvXq1Xz44Yf89NNPvPvuuyxevJh3333XaT7J9e3fZnOb5oq3eebNm0dYWJjyLzIysvw74oUQi4V2iYma35UnqPq81erU2d0Itlq1NKe7ZpXpxQxdwp6WbzyyR5/cxES2RUayLTJSEUmGBJ6OVea81UrRL78Y2nYJziUHKhJAfuS11xSBUN62I2r8sQ5/YKpdW/e7g9OnB6VYuxKpiPgNZuEczIjjdm0T1IJo+vTpPPPMM9x///1cf/31PPjggzz99NPMmzcPgGbNmgG4WXqOHz+uWI2aNWvGxYsXycvL051Hi1mzZpGfn6/8y8nJ8eeuuaFOITerrVk+Bn6ft1rZ/9hjPm//2FdfuU3T6mzvqY+ZnJofCAwJPJPJqVCjfHM7+MwzhrcjC7tix7+KZqEdnD7dHtBezrYjMhVpXeJvznsJoM7furWSRhL8+PqAlefPXry43OL38FtvGXIlC5wJlheOqkKIwSAXROfOncPk4koym81K2n2rVq1o1qwZ//3vf5XvL168yHfffUffvn0BuOGGG6hevbrTPLm5ufz666/KPFrUrFmTevXqOf0LFPKFKCOp9vn8qVNu82ldsOetVjKmTGFbZCR569b5tn20H/xa1hE5ZkgPr41fA4nNRt6GDQD2B4rjoXD8gw+MLU7Z+Esc/7QrNvnGr3feWe62IzIVaV3iby6prkktzmzaVEkjCW58fcCq5z84fXq5xO95q5X0xx835EoWlBFMLxxVwbUuBmWCOsts2LBhzJkzh6ioKDp16sSuXbtYsmQJjzzyCGB3lU2ePJm5c+cSGxtLbGwsc+fOpXbt2owePRqAsLAwxo0bx9SpUwkPD6dhw4ZMmzaN66+/Xsk6q0pyk5Kcf4hASXGx8nfqM89wqVEjwqBsPkkicupUWkyaBED6U09x6rPPyrX9atddx+Vff9X8Ts/ic8kxXauakCyYQso1mgpis7F//HiOrl5N/v/+59uiOOKgTCYoLVX24zL2famI6+ySVqyaizXLG0qcmVoUqVqX5KelUfDDD9Tr35+wuLgKjNYz561WsufP9zhPbmIi0bNnX9MZZ5oP2AkTMNWtS1jfvm7Hxm1+V0pKyN+6lZDhwz1uV7NNjUM4V/b5OLFuHXnr19NgyBAaDx1aqdsGYxmoMp5eOMpz3HzZdmWuS2/9WmKwolmygR53IAhqQfTaa6/x/PPP8/jjj3P8+HGaN29OQkICL7zwgjLPjBkzKC4u5vHHHycvL49evXrxzTffULduXWWepUuXUq1aNUaMGEFxcTGDBw9m1apVmM3mqtgtBb2b4OVz51CPbOuECbSy2cpudDYbOYsXk1PRAFaTiXwdMQR2QXAeqIm7ICh1fKclfC5jT9U3AQ3at+f8vn0VG6eP+CqGZGIXLqR6dDRbR45ULEVm7MdBPgbquKKIhARyExPLlwnosGY1iI+nOD0dU506lBYW6t48QiwWYpYuJcMhgtWtS/Y+9BDHVHF1DW67jXZJST7dhIzevDxmRMqUllbJA9gTlf2A0jxOpaXsHTnSfu4SE53c5EaO696RIyktKCBi3DgnAVwzIkIZj2abGoM9//zJT/36UeDI4j2yfDn1+valu6M0Q2U8JJ1eNDWOtyveXjj0xq013ddt63HeasW6bBnWJUt01+WP4+lvMQj+OwaVjWTzZynkq5iCggLCwsLIz8/3m/ssLyWFnwcN8jhPEfYHckO/bFGFyUTdW28l1+Fi0qIAOAvURls518R7lWKTyURtCEiTWn/TJSWFmjExfBEdDaWlSNitYHLpAbmFiYRdEA7KyeHMhg2e3+w9IQf1q3+CHm4e2QsXcnDmTGXZditXUrtzZ3b17Km5+nZvv60ILk83zOzFizk4Y4Z9HJJE1KxZNLjlFs1ljqxaxR8PP+x1v3pnZweNIPLnzdnIus5breRv2cLeUaP0rwuzmd6ZmcoxOm+1ss1x3Xmj0fDhnFyzpmyCJCnnLnLqVHL/+U8unz6tbKfdihWV+jA6sW4dvw0b5ja9+ZNPcuSNNwL+kNQ8li7HW4vcpCSn4rXt3n6biHHjdM+51vQG8fFsi4py+033zsry6fegW0NOtR/erkWjYum81eo+ZgPHy3Ud8ovd+UOH3K99H9fnb4w+v4UgMkggBJHmhRhAOq1dS2lxMRdPnaLEZuNXdUVsF2zAGeAU0ATt+jyhGtO1aDttGkeWLvU5QLwysQHRCxfSevp0DiQlkTp+PNUA7dw7O1ETJ9J5+XLOW62cWLOGA1Om+G08zSdNosEtt1C0Zw/n9u2j/qBB/DFunPNNRpKoN2AABZ4sYqq33qhnn6X1nDlON8ojb71F9pw52stKEq0XLKDJqFHKzW7f2LEU793rdfyWGTMI69+fwtRUqkdE0MjxgJS3q/47kDfJ8j4cy7sup4eULFR0aLNkCfVuvFGxDB57910OPfecT2PyhnzOtfbFqMXDV/54/HGOLF/ufUY/PSRdx3wsOdluiXOhzZIlNB4+XNNdKS+/zZFNXL1ZM9quXEndrl3dz7nJRKcvvuC3u+5ymx7z+utkaNxXY5YvJ7RdO0PH1Zs47pKSQq2YGM1xycLL15eAn//0J/K+/tr+waCIlo/b2Z077S9qXsR8l5QUGgwc6HGeQCEEkZ8JhCDKXrTI/mZeCbRetIioadPITkpij0GLRj72TCutWCEzdsuREQbn5CABxRkZ1IqJ4UJuLn88+ihFP/9sePz+xDWdXo4XKjGbGZSZSS2Lhc9atuRyVpZHQYQkMTg7m1oWi09v+FVJzVatuHDoUFUPw4mmDz2EuVYtJdbENR7Kl/go2ToDENa3L8Xp6ZpWWE83Z3l7IW3bUi001OuDtkNyMjUaNeJyUZH7Q9IoJhMtJk3i8NKl9s9exJQvtF60iLABA5RjeG7PHu8WD1WcojfrglqMnLdaOfreex77JaqRH+5G3MZaOFlSJIlGf/4zJz/5RH8B1f7Ktc0Ut7erywyo2bIlFzIzDY0FoMHQodpJLSorXpPRowlp3ZrwYcM0r2e96wxQRKTedW2ZNg3LpEkexZIr561WDkybxglH4dsO//oXYY6Eo5Nr13IxN9dtrNY33iDjr3/1dCicKYeVzJ8IQeRn/C2IKtM61HrhQqKmT6fYamWjwYe2DShEP4bIFwtRv9RUGmj88PPT0ijYvJnCPXs4tmpVpVnKtATROcf/vVNSaDRwIF+0b8/F/fs9CyKg9bRpdHT0ZctNSmJ/QkJQW8ICQUXrNamp1rgxl0+cUD7XiIjgYm6u8rnp2LF0WLXKaZn8tDSOf/ABZ3fupODHH52+ay27GdXXlsOlBziJJ614LABMJpo++KD7dNX6KuvaDQgmE922bWNX797u9wYP1gXXhJCwQYPIT0nRPBa1r7+ecxq1wJo+/LD9uLpsV8+yBc7umV29evl+7M1mWs+fb8/k8zcaosoT8vXsZG2R3deuONzkspjTfH6YTETNnk32//2f2+LNEhJo/9ZbTtOyFy82ZN1xHeu2ctTl65aa6iSqKjPoWggiP+NvQWQkfsgvqOI5TqaksM3ANmWLySXKUui1HnjV0RZLrnRYupQ2kyd7nOe81UpxRgam0FDOZ2Zy6dQpCjZvtqfMV8IlWgyUqixE/+nQgeJ9+6iN9/0bnJNDLVUsSHFGBpn/93/ki/TzgNDq5Zep378/p9eu5fQ333B2+3bPC2gIlno33ugmnur07k3htm3+Hu4VQZ0ePSh09Ih0w+EiqhYaqlhxTHXqaAsoDULat8fy1FOariRPNLjjDqKmTuVyURHn//iDev37k//dd/qCIUgI7dqVot27Dc/f4Pbb7eVCDOxTk9Gjab1gASEWCwemT/c5sSZq9mwaDB7M5aIicles4LSPJVqaT5pE6cWLHDXiEtXa/rPPEtqlC2c2bSJ35UrFGtl6wQKiAiFQHQhB5GcCYiEKYPVrNbJ7oNhqZaMXq9RFfGvDIQEtbryRfJeHi5roJ5/k+ldf9WXICuetVqXQX0jLloZvwp7QsxDV79uXfps3A/BF27ZcSE835BYMv+UWur7zjiKKZKzLl/v8ELjS8CSYBQJBYGi9cCFhAwfqJlRcichhHYHA6PM7qAszXs2EWCxEPfts4DfkY8ptdZfPNryII7OZTkuWeFxn1uuvU1zOAmchFgtNhw+n6fDhhMXF0WrBgrK+byYTkdOm0XrRIrfmrWrCBgxQ/rZhLwugbs8hN6fN27KFA8uXc85qxVZSYrjI5Klvv2VjVBTZLsXMGg0b5nFcVwMS/ileKRAIjHNwxoyrSgyBvar/CR8tVv5GCKIqpPWcOTTyUmitQqhq1RRbrRxJTvZqlnVt3iqnmMs4LS1JxK1YQWlhoedx2GwcePnlcosimeykJH6ZOZOi0lKKJYmo+fNp43ir6J2djWXaNJBrS0kSEQkJ9M7Jof3q1RRJEsXYLUEXKGvPcQ7nfm27Hn+cL6KjuXj6tJNY8orNxp6EBKd9DLFYaLdy5VUvirycfYFAIDDEb8OG8Wsgn4leEC4zgwQiy0xGDi4OiYnhgtVKhq+9yCTJbjUpKQGTiYhHH6X+4MGE9elDiMXiU2aZDXvtI7UFBdxdIpeAHODxnBxCwFiwtiTReeVKospRe0QrIFxSxfzIyDE8tWJilEA9X2KnzuEsAMG+75annuLSt99S9PvvHtfRLTmZFi4/6PNWKyfXrbO7z66yn5sN+AW4HuE2EwgE/iFq9mxav/SS39YnXGZXEGFxcUROnkzjoUOxTJxIs6eeMt4PzGym3cqV9M7MpEtKCr2zsmj31ls0ddTbKLZafRJDaouIDbs7ROtBJwGNgJytW6llsdA5MRHJW+Vvm409jz7KoeXLNa1FxVYrJ1NSNL8r0qimaispocill1eIxUKDgQOdshZCY2MNWWlKcBdDYD8ONXr2pKtLdpMWu0aOdHOdhVgshLZrp5s50nrhQhrEx3tddzByEnvRzuLOnat6KAKB4Coh21EvrbIRgigICbv1VsWl0+C++8piZsxmWi9cSJeUFLqlptoFUGYmEePGaQoB0BYSWlzAbhlSd7eXsLfm0BNn1YET//kPAFHjxjEoM5NO3rIPbDZ+e/xxNkZGkuFIVwe7O2xjdDTbBg1iY3S0m6jQEjWS2UyoH1sSXPLw3YWcHBrExdHgpps8r0TDdQaq1gBqTCa6bd9O1PTpdPn6a7qlptJm6VKiZs92cv2p97v+LbfQ9p13iH7xRWKWL0eqWdNpfZHTptHBUU/EX0Q9+ywdkpPpkJxMt9RUYpYvJ+rFF6k1aBAhQBRQsmcP9e67z+62vMpdhAKBIPCcrIJ4oqDuZXbNYrMpjVUbjR5Nu6VL3dxARlGEhBdXjTrFXo2EvX1HHZx7eVVz/Du2ejW/d+lCx2nTqGWx0GriRE5t3MhRT8XRHOybMYPcNWtoePPNHFq0yKlD955HH+VcVhZNhw2jQVwctSwWLA89hPWdd+zzmExcv2KFW2aXmmKrldNbtnD211+97r9eI1uZak2bAtD8/vvJ+/57zzvmsFypxxZisdAuMbGsTpGjGqy6LkdYXJzyufnEico5B3TP/6GZMym5cAFAKXx23mp1r4ciSTSfPJkajRtTKyaGsD59AJQMPvmzkW2GxcWxd/ZsTmzapFgPJeDIJ5/QKjUVy6RJ5G/dai8/oJM40GntWi4fO3ZV1W0K0enbFzFpErnLllXBiAQCHwiyelrn/vij0rcpLERBiE39ILPZdK0/3pAFQUhUlOcZJYmYhATtsWC3VB3D3tvMbVHg55kzOaeyiNTr1s3wGPPT0ji0cKH7D9FmI+P//o/NPXuywxGTY6rumgOnT3ZSEhujotg1ciQZGkXKfMVcvz4ANcLDDc3/y2OPkZeW5jQtYty4Mtemw7Knh/qcGz3/8vey+FKsTA63atslS2g5a5biTlVn8Llux9M2i61WDsydqzmG05s3K+sN691bc54G8fE0HjrU6Xh0S02lQ3IyLefOpfnTT3vcTyPUaNFCc3rdXr0qvG43zGbavf02vffudc54NJlo9/bbNLnrLr9so/mTTzpNavrQQ/ZrKSeH3jk5REycWGaFvMasdA3i490tsBWgoUYvtqsVOfmkd3Y2zXSeA1VB7bZtK32bwkIURBRbrRSlp3Ph+HFlmq2cNXcOLF7MXqOFrmw2IgYPJn3FCrev5Kyzy9itSJq32dJSzmZkUNvx8Cz0c3f7o598wu5HHsGqjuEpLWXPhAnU7dyZkIgITjsqDjfs25fzubnsUTVpNIK8n3q2Crl6ckNHSXtvFO3bx+aePWk8ZAi9vvxSmS6LjUATMW6cvbFrOS2LnpCPtRaXTp5U/tbsIC5JtHv7beWj+niorWUhERHubW3MZrpt3crZnTs598cf1G7blpoWC4U7dpD19787zXrx6FE6rV1L4Y4dSDVrKlYx2YKmZRnLXryYPNW5UjCZaHzffZxITnb7qs3SpTS+7z5lH6KmTaPJ/fc7HXdNi52jOnT+d9+VVQpWN/uVXaWlpU69paJmzHBad7HVSmF6OqGxsbRbvpzo2bOVAqdGanZFvfgidR1FGas3a0ajoUO5kJtL1v/9H6e//FJZPvyee2hw220A9oKpq1d7XK+aZo89hikkhBqNG5P53HPlriNWvXlzQqKjObttm3tD5Lff5kJuru4+RyQk0GzcOM472nCYatXifEYGITEx7u1WzGbavvkmvPkmR99/396GJBCWE28WGUmi7T//ScmZM9Tr149TX3yh33fQMX/k1KkU7t2rfR2rqHfjjTR54AEaDR3q1GD46MqVbvNGzZ5NaJcuFGdkkL99O8W//875jAy36u96+9IhOZmQli058emnWBcs8DguNY2GDjU8r78QgihIcMoEU7/dlePmkbFoEft86JEmmc00dDwYXJHr9oBdLGi2aZAk6qpieZqPGMGR99/3YcTeUVxlakpL2eynWhw2tAOqZS44LGC1LBY6v/22YcF1Yv16UocOpWcV+MMDJb4unjql+13G3LlET5xILce2tdyERsYUNX06SFKZWFC5GF37P1ULDSXLdQUlJVSrU4dWf/ub27pDLBZCXDIBZYvYweeeI3vuXKW3VeSUKbSYNAmAE5984vbgVIshp/UbdJeGxcXR5P77yVq2jIyXXwabDZMk0W7BAhoOHMiZH3+k/o03Ut+xz+p1O90zTCY6JyYS5YgnBJy3qfPACu3UicZDh9JY9fAJsVjo/J//aGZsAjBxIq3nzcO6bBlWuWmzWsDJaLT9qNmkSdmYTCYulZZSDZ0XLbOZTp9/zvmMDOr166ecd6cWOapryu04q86fluiWX0BbLVjAoWee0bxGW86aZR+zwcQUNZZp07AuWVK2nHwOHNsA9Ncri+CHHlImhcXFUa1+/bLfhMlE1DPPENq1q/17h+AHnK9jx7q8vSAV68SbNrjlFre+f3ovFXnffkv2vHlOv9mmjt9aWFwcobGx7m5yk4lG997LyU8/VV4G2q1cWSV9z0TavUECmXbvqcdYl48/JlKv0Z/LOk5v2UJRRgZ/GGysCIDZTOcVK2gUH88XLpWz5X5mZx2fa2DPLNPirpwcxUJUbLWysZKqcPuLi9gDy/VoPGUKt7z8svI5Ly3NJzGm18/NV+TzDHZr1Y5OnSgpsDszB1bST/lwcjK7PFyTrqUHdB+sBjCyrD872nvaptaD2FtHcG/rlc/nrlGj3CxpisBQiR0ZX8tQmEJD3ft+SRLtPv6Y+n37eozFM7pPgLKt0qIi3XMmP0x3jByJzWZTrLMmSaKmqnxIqwULiNapXOzpujByzbi+gEZPmEATVakSre05CUCzmaiZM6neuLGulal3ZiZHPvqI/TNnUup40MdMnUq0SqB5ahjcVKcej9Hfk6+/O6O/I1lIhsbGal433rarvibV10lF7hPeEK07/EwgBZGnOjldPvyQyFGjAPeHYS31m6Lc8dkHIkaMoOPLL1PLYuFYSgqbNMZQhD12yIb9ptUU7be5lmPG0MdhFTJa9yeYKMa5QKOM2iLWauxYeqvcdtlJSYYtRXW7dGGAD/2N3MZntXJo2TIOOqwIgN0yV7MmtvP2WtGVJYi8WSC7JyfTvJKLq1VUrBjFnzdtX+qDuYqd36dP56BGHyu5ObEWTsdIkjgPXHZYwlwFV6DRu0dEJyRgTUyk1GbDFqBx6b6AGtieL2K5fny8V9FaXjHvTZT4Op+n/VD/jvSsksGOEER+JuAWIp0eY50/+ICo0aM1RU/7hQtpMWqU1/5kmkgSg7OzlR/JOatV00JUhN1KVIpnQQTQddEiOkyb5tHiFawUYqwi9W2pqYSrLD15aWlsNthxu+k993Ddq6/6/DbuSfCGUnY+KkMQGTm3MbNn096PRdWMEsg3TH9Tnt+ILHZ07xdmM4NdLESuuFpnZLSsS4FE04osB0XrCIi8tDRO//ADDfv3r5C11dMLW0WOg3xsS2026vftS1F6uuZ2XEWrr2LeqCgpr3jR+x0ZtUoGI6Iw41XC4X/9i8PJyZoPxH0zZpB2553lCviLSkhwuoh36nSjV8fW6Pr6HeyeMYNzVqvxQo1BwnmMN7M94Wj+KtMgLo7OGoGIWhz77DM2Rkbyc0ICeWlpnExJIS8tjcPJyRxOTiYvLY1Dy5ez74UXlAw1pbBmELy3KO1fvDzEM+bO9blNi6einEYpbzZmZWP0OKpR19w6vWWL5vXQ+umnvT6YQiwWzI0a4foerFXkNJDUslio3rCh8lkym2k9ZYpu8dVdY8eyuWdP9k6dyuaePdmtiq3RQu96KrZauXDihG4WXkWOw/ENG0i7/352jhzJxuhozuzYYah2mpHsU3l/8tLSnK2KjuQSrf3Ums8181ULX2raeTpe/vhNVzbCQmSQQFqIfhozhiMffKD5nWYQsx8YnJOj3DxPpaXxjU48TBGQ7/jbm4UIoP20aXRzFFwstlo5vXUru+6/P+isRReAUknCMno0mTrHXgtXC5FMsdXKd507czkvz29jbHjzzTQdOpS9U6fqzmPUQuSL6dz1TVxx16kDRL2g1cJED9d4jtZTp9Jq0qSgf+ssD4bdZC5B0O0XLqR+jx7k79zJ3hkz3AWRJNFv+3ZDlhO9N/2+W7dSUlho2L1SUTa2bElxlj0cvl9qKiEREZrjuuHzz9mhkQYvL+N6XTtZVE0m2s+fX3bs5IBkHfQsHt5+P5oWP5OJxvHxnPjqK+Vz+/nziTGY/Stv8+TGjWTIAdI6wfGtp02jo6rQra4VzEc3l/peoHd+tK6bYHOtCZeZnwmUINoxfLihIob+xNWl8fMLL/C7Rq0eubfXWYy5zAAwmbgrK0sJsAZHU9aEBGxBVICvGLhu4UJ2z5zp0friJEgliZ4rV9JG5w2uXK7LCqIniNQ38BMbNrjdnBrHxzvd4OX5s5YvJ3fNGmU9Dfr2Jc9Dmr0ezceMIeqRRwzFOJQ3niMY0HpQ6j08fXGTWcaOxfruu2UTXNP2tTB4zBSBK8cgSRKWv/wF6/vvK9dI+/nzqRUdDUDtVq0qLJTUxwTsVq6fH36Y0nPnnMZ+KS+vrFyII+HjUn6+5ktBxMiR9mvV5bquiLs+KiGB8EGD3GM0vTzcDcdNqgSap+PpS3wZ4OYu9ZjYYlA8737oIadr0DJ2LKFt27JfTtqRJJr9+c8c/fe/vZ8DSSLmueeo37MnJY5z3rACwfy+IgSRnwmEIPI1U8kfhA8aRJ+NG52m7Vu+nF2PP645fxFlgshTlpmaQSkpNHUJ7FSsRSNHGhINESNGkLd9O+ez3BKqK4wNiF24kAY9emgGkqvnA2cBKJnN3JmZ6ST4oOoCydWCqNnzz1O7dWsOr17NKZdz7IRLBpPlwQfLHoYBoMnQoTQeMoRmjrd8tVjwmLFmMtHto4/cbpxGrF2BCjpVL5O/c6dTra/OjvpKinVC1cy42GolKzHReJFQIwJIA7WFQx6nuU4dTvz3v+Tv3Ak2G8c+/9zpN9jo9ts5+c03hqxWsvUO7OfxclERJ7/9FoAWDzzg9pB1sy56qb3TcsoUMpcsAaDTG29QPy6OI598Yi/e6g2TiU6vv85vOvcyX2k+ejStJk9ms0ttI1crkpIpeP/9vr0Q6YgrX+IS1XRLTqZmo0bKtfzfFi24cOSI9sxeGm1nr1rFnocfdpse+eij5HgIEZDMZrp++KHHLFQ17RcuNGwxqwhCEPmZQAii7cOGcaIS69O4FgmUSXvqKTJee81tuhxUXYS9BpEZaIIXC5EkcVd2tptgkDGaESffdE58+y17HnnEcBEwb8gNbHt98gnhvXrxhcubjBEXpZ7gq4pAcrUgKqzULZcT1bmrabEo9Z280eKhh6h3/fXkbd/OUVWBRK0bqmtRUtd5iq1Wjq5dy4n16zku//4kifYLFni1ipQno7NGRAQXc3MNz19RYl54gep162q71gKM+h5T3uzXKwE5MNpnS44rquQWzUzSctIoPp6TGzZ4na/VjBnUbtmSGuHhyovHzhEjnKzEvtJp+XK7KDW4D03vuYeYWbMC6q4VgsjP+FsQVWatntgXX6TJHXdomkj3LlrEbp0U6ovYA46LsAsFMxAG1MSzaOj59tuabiUZ2VokAbVatuT0jz+yd8oUt/nUNx3Z5SaZzVzvKGrmS8py361bOfnjj+ycMgUbcMMbb9D28cfZ9tBDHHKYhQ3Fa3kQfFXhGrziBFEAqNulC+EDB9LigQc4/P77ZGqI+/r9+tHigQcoLSoyXsHdZdn6PXpUukX3SqTJHXcQ++KL5bJyXClEJSQQOW6cm/WoPNS/8UZqR0frxpFWJvVuuIGCnTurbgCOFxN/W42EIPIz/hZEleJicfjg9cyiWqn2aoqx1yC6jP2hK2F/AJuB2ngQD5LEbdu3awYfa27HQDpnsdVKUUYGoTExmtOc4mRULiFZQEWNG8f28eM5mJSkjLHrggXsfuYZjzc0N5HkxQKmHlP+7t3sKGcWoFGCQRAFKvBfIBBcm3RYtIg2OkU5y4MQRH4mIBaiQAThykF7cXFO4kGLrORktuj4euUq1acBdUvVGtgtRNWpuKVIjZYVSEvInbNaOZueTt3YWDdRohYjgJOA0rSElTNOQ8tlZmS/AkEwCCKBQCDwN+pM6IoiBJGfCUQMka89x7wR8+KLRI8fb+giOpCURKpOlWUbdnfZReyCSF1/yIT9IQzGRJG6pYc3tKxAbmNWZXv0TEw0JLjOWa18oSc+fRRFktnMrVu3crmwUFOUaRHI8gPBIIiEhUggEPibtnPn0nbWLL+sSxRmvAKImT6dDosWlVVo9UCLhx6i+dixtJ07l36pqW7LSGazYTF0zmol9dFHdb+XKGvkWopz0cLqGvN64ldP3ZldqGWx0GjgQM19OGe1lokhgNJS0hISOGcgKPdserquGLLce6/y0cibQe3oaL7p1YtNgwbxRVQUe1W1P/SoZbHQYvjwK6pYpVFswCmMF7YUCAQCIxTt31/p2xSCqIppM20ag7Oy6J2SQr/UVDotX06TkSM5A+QBLf/2Nwbn5NDtnXfovmoVbWfNsldHVj1cZReTUfOirkBwIAshCailmi7hLIhk0eSJA4mJhkSLN87qVEk9a6CqbN3YWM3KtB1nzcL66afKZwn3/XH9XHTwYNmxs9nYPWMGezV6SmkRNW4cgzIz6Z2SwuCcHHqsXatbMbc8VKaVxjJ+PN2Tk/kFyAJKe/euxK0LBIKrnYj77qv0bQpBFATIlpEGcXG0mjiRqEmTOIc9qLnhzTdrCh31w3VQZqbhAnbnrFbOnzih+73sLrOp/skPWjPOD91S7AHXHkVRaSkH33+fYykpFRJGdWNjNa1idV3K4PtC7RYt3IShWhQZtXrsnj7d8L6prWDNhg6l88qVnq1GZjPtFy6kd0qK3Zooz2sy0X7hQqdla2N3b/qTRrff7jZNMptp9+KLNB8+nEvyxMjIcou7ZpXcCDYYaTBgAE3vuaeqhyEQBAV1r7+eZkOHVvp2hSAKQkrVdXE8WHI8uZhcOWe1smv6dL6IjtYNpAa71UcWRBfwHh9y3rGMJ3559lk3F9M5q9UnkVTbYqGL2v1mMhG3YoWhGB49i1iOyjqkJh97McrzGLe6yK5BX/dLLWw7LFpUJnBMJlpPm8bgzExipk+n0cCBdmuibGHKysIyapS9IaQDCe8xXa40ve8+Ij2I6ahHHnFy6+paI0ND7T3dVOOP/utfiXnxRdrNnasprJo/8ACDc3Jo+dhjPow4OPDZRWgyEdarl9vkxsOG0S81lX7/+x9x//43EXri0GSiRrNmHjdRvWlTX0cVFERNnFh23csZojr0WLuWVjNnEmbAIhmZkOD8m1LR/IEH6Pavf2kvKElct3w5zceMMTR+reXr+9FiKjleivxpTQ52LI88UiXb9fcLpcAfqF1Dfoh5P5CUZI8Z8rIutQi6DMrbvydRJGG3HBnC4WI69t135H71lc/B0ZflMv+OdRlFcZm5LHNMp5pzDeyi0ITxgOEDb72FqXp10t94w+f9qmWxKOK2+f33ewwsl+cFyEtJcfteAkwmEyWOMTS7916OffaZZpabZDZz3dKlAOTI5QhcsGF363oaVzWg5OhRGsXHMzgzU3O+2FmznOpPNejTx3k9HoLbGwwYQIv77+dSXh4XTpygTtu2hN1wA+cyMzmXkcH+Z591Wyasd2/yt21TPnssjuhjoU85bgqg3/Ll7H/iCf1geUmi+7/+peyvx2MA3OBo8nvsyy8JadaMsBtuoKSoSMmc1Cv+KZnN3LRjh73Ug0bfL1/wtbCevP3WM2dSUlxM0cGDnPjiC7d5Ws2cyaFFi9zKa8TOnk3s7NluGaJZb77pVCDQMnYszYYOVSwHboUfdTJs5WvXHBqqHEv5XGhddx0WLqTlxIm0nDiRDvPmOS17ubCQo198gTUpyf34mEy0njJF6cN3YPHist5pOtd3zIsvUr9HDzLffJOTcs8zFS2ffpo2U6ZQy2KhRsOG7rXXzGbaz5un7DNAzvvvc/TTTyn46Seln1vDgQM5nZKifU51rv+wuDgiH3mEsBtuMFRvqV63bhTs2uU2vf3ChbQYNcpedHLpUqeXOD0a9uvndZ5AILLMDBLI5q6uHPnuO9Y50rqHbNqE5eaby72uc1arWzVmPeTK1DbV36WOf7K7TJ3VBGU1iSqCXjsMNVqZYkaWO5WWxokffuDQ6tWc0fixuqLe72pUbN+MjK8inLda2eZ6bs1mum7dymWXG39RRgb5O3aw75lnNEsbaGY8qqro6rFUksr62/kgAl1xLbvQeuZMajRuTMN+/bz2XHJ6MKpaEuSlpXF682ZlHQcWL3au3qzu66ZVz0oDG3YL4jns53dUZianN2woK62gUwPLX2iVcXDdzu/Tp5f1KVPRYelSuHxZuQYwmezHwuU35UvrBUwmun/8sZO406ux1jslhXMHDhgqryHjeg5d8SYwveF0PH1ovuq6nFoIuY5PFlSeWoDotbDpnpxMc5XVUL0+tbjTwjVr19N9AHASl67V3V331+lFS3Xc5PNx6dQpaoSHu50TIxm3lrFj6bpqlZcz4Bsi7d7PVKYgsv7vf6x3iKA/ffstkYMHl3tdnmoNaXGOMhfYWeA40ICyYGrXVHstkVQe2k6eTLPBgzn7xx807t/frajjrunT2adxk/dUE0hdhdooF7Bbh8A/+9ZtyRKihg8PmCjKTUpif0KC/a3LbKbdihVEeKkSrmfpcRIMBhqFnrNa+Twy0lCvNyN4K7vgj2WNPEDd+m+ZTLR55hn2rVnDqfR0e8KB2Uz/FSto7zg+nmpgecJTXS1v+6r3UPRW6FRe3hQaypHkZDIdb+3yw1GrOafcdf7w6tVKQ1U9QWN0++U5z4GgvOPxdTlPtdY069KZTAzOygrIMfJW6Fbvd6ElsMpzHivyAlQehCDyM5UqiDZtYr1DBP3pm2+IvPXWcq3HU60hLVwtRPnYBVEjnLPLJOzWE1kYGalH5CuNb7qJvh98QG2LRb+OkE7V6HNWKwffe49f5K7MBrFhF4Tq95aa2F1oFaIClhMjnLdaKc7IoFZMDCEVvHn6cpNLiY/n6DffuE33pXBlMON6LL69/34OOuJORufkUKeCx9qprpajcnoH1Vt5ecSSjLdCp+ptS5JEx6lTiVVZOLw9vL1dI0YLrV5reDp22UlJ7FG93HjqMhDMGL1uK1MYC0HkZypDEMkX0tmjR9k0ejQAt2/YQNRtt/m8Huvatex84gmf4gDU1hGwC6IcIAJ3UVCKva+ZjBxLZMYukPwljjo++yzNbrlFtyv9DW++qfxdMzycc9nZ7K5AHxy1hQz8ZwHztZ2JHhV5SPqTU2lpfKPT16vrokV08GPZ/WBh05gxZDj6TU2o4G1Tz5UtH7vyFiFVo/fA0dq2lmWvog+sqrAEGfl96M2jNb0i6ysPno6Z63aC5V6gxlXkt586lXaTJlX5+IQg8jOBFkSuN8DzpaVcAuK/+opolwwdTz+EvYsX21tU+Hha1dYh+XMhcAy7y8xVEEU+8ABnNJoR+iOmyJVq9etz+cwZP6/VHS0LEfjRAiZJ9Fy5styWIm8Whcrku2HDOCJ3infFZOKurKwqvwn6m5SxY0l/7z2g4oLoWEqKtsg3mbht2za+0Yg38Vc8mt62jVj2PN17KvsB7bo9IyJSa56I+Hj2L1vGPpWLtGdiIkBZMooP6/OHJViOfZTDB5wSY0wmWj34IIfef9/v2zWKnnjUjFetgvG5IgSRnwmkINK6kGSBcuuXX9JyyBBluqcf4NZHHiHznXd83r6cXXbJZZocXHwZjQrVJhMtOnUi/5dfnKfjJ4tKFeFqIZKRm9t2mjmTkJISzXgmQ0gSfT/+mMZ9+/r00PBmUahMvDUFhqvHbabmu3Hj2P/PfwIwJienQg9/T+1kui1Zwq4pU9ym++uYljdBwdO9J1DCwOhYus6fz+6ZMz3uk+ZvSE5l18gY0wo4d1tfOY6jN7aOHUumQ3gDRN53Hzn//rfHxBh/J3B4ErcZK1eSNnGimxXobHq6riU/0Akm3hCtO64gtKowSzhOjuPHds5q5Y/ly+1vCar2FamPPkpWcjLru3Qplxi6jF34XHKZLm9fjhdyxVZaytHffnOfTlnq/pWGXKHb03ehLVvSbdEi7srJoc3EieXYiI0tI0fyRVQUu3QKOp5KS2PfkiWcSktTph1eu1bzhrh75ky3dfhaC8lXrGvXep7BZKpQwcxgRapm/yVUB76IjrbX1oqO5oBGyQIj56DNhAnu2zCbaXzjjRUqQqq1bfW02hYLTdWZqyYT7Z5+muLcXLKSk8lKTta8pvRa55xKSyt3Wx1Px0nvO63tuYohcK9kr3WfdRU9CqWlmuvLXrNGGY9WfTOj1fO1kO/xajEEkPPJJ16zhF23a+S4nkpL05znQFKS7vV9zmolLSGhbDw2G/sWL+aL6GiOfvutx/Gd2Lo1oPclfyDqEAUB1erUcasFYcPufto3fz77/v538lQPRyccD9jy0Pj22zn49dfaq6Wsj5metadU50d6CaB6dUIuucqsKxsbkPfzz4C9UGTP5cu5bvZsvv/zn8lLTfVxZfYbyb7Fi2lx991EjxpF47592fPcc06ZcRFDhmArKeHohg3a6ykt5WxGhvLm5eQyVbnVKurOkJevVqcOp7Zu9ThvxO23c2LLFgCfLWHlGVMgXTTqbZjMZqX4pdNLyYQJRMTHK2Pw5No8lZbGr//4B0e+/FLTKhG3YgXhcXH0TEx0SoiIc6RGH0tJ8bi/rtvuOGsWpRcvurmD6nXsyLFNm5Tl5GtRwcW9q9c659c5cziwYoWuMCiPxemc1ermwuo6fz4Ne/Tg9M6d2jGCOo6OaqGhZX/XqeNzM2dXdk2Zwq5p0+iZmMjF06fdvi9v9XynY6GFt1pZJpOyr073ABdrXUZiot2645LNpj72TjXrHC/d9Tt3JjwuTr/tU2kpv8+frz8+SWKLnGofBC40PYTLzCCBcpntXby4QkHA5aXhkCFkrV+v+Z3cvuMCnl1fnuKFqoWEUOviRTfzdOc5c9ijUUgvWNBzmcnItWfUGUae3B+VQcfZs+ny0kvseOop0l97ze37+t26cWb3bo+xEK6ohUD6W2/x+9y55d6/rgsXEj1qlF8DQivDRZORmEjaY48p26jZti1n9u1z6u8n02P5cmInTtS9FjrOns2JH3/kxHffedxmp+efp8WwYYTHxfGRw50jVa9O3PLlTg/M2L/+lR4u59pozTHJbCZ6zBgyvZSkULs5fL3GPblIzlmtnNiyhS2jRrnFSXWZP79cMZB6yG7G3+bNY8/s2f77jcoWPJdj3SYhgeuee84v7nA1EX/6k72YLeiLI5OJyHvvtVuUVMjnAtA9h/I8J7Zs0X3B7rpwIYD9/OihNzaX6ZXtQhMxRH4mEIJo76JFni+uAOLtwX8OuyvNWzBxXQ9vXHWbNUM6cUJJvY1bsYI248aROnGi/a0yyHANLNdjaEoKzV1iOaryXAJUr1+fSz4EnneeM4dWf/mLUzzEiS1buHDqFCc3byZLI2DeL0gS4X362K1MjltP/W7daNi9OzEJCW5ZeIaDN10CuT1lDFWrU4fCQ4cAfQvWqbQ0vunVy81qex40BRHYH4aFGRm6FdB9ocnNN3NcrkSuE+dSp21bBm/cqAiWtMce0w90d6FOmzYUHjjgdb5OL7xAzKOPUpybq5tVqEXjAQPou3q1cmwPr1vHkfXruXDqFDnJyfoL+lg13BsdZ8/mUkGB5otCwHBY5prdcou9Sj54FP+6AfYe1u/rMRrkqFLtaTsxjz1GbYvFLhzLue3aLVtyziG+vNF28mQ6TJ1aKaJICCI/429BZCQwNWBIEoU2m8cHfyH25rLgWRS1GzaMIx5iSupGR9N+7FhCmjUjctgw6nh522x2++2c+fVXzgfQzyxvVXKZ5hpYrsfgf/2Lpn37OlmJfL6pBQkhkZHUiY7m5I8/VvVQAAht04bakZFUr1ePoqws8h0uSoCIoUNp3KcP548f549ly9yWbZOQQM+33nKrv9WoXz+k6tU58b//aW6z47PPKn3yFJeWjrDw5EKuKurExFBYzriVQNOgRw8KDx7kkoZ76ZrD4YaMiI9XXMrVatfm6Lff8serrwbUwtz09ttp98QTfF/Bti5+R+WaDaQLXAgiP+NvQVSVD9CwXr2wbt+u+31p3boUnT3LeexB13pZYzbgtjffZNvjjxvbsCRx08qVtB83zmu9ivWdO7tlsPkDWfhcBsySRNycOex9+23yDx70KRBcMpnoOX8+jXv0oF5sLCYw3CJFEDgaDxyoK3w80bBXL6qFhnJcFVcjEAgqh+Z3382Rzz+3f6hgeRIthCDyM1eNhchkorC01OPDv6h6dUovXVIsRFouAhtwBngsNZUvfTClq2NwzlmtnM3IoG5MjFuBNCPiwvDbuiRR7LjMSyizEHWdPZuOEyfyYQXjfySTif6JiVQH0lQ9rSLuuINcgy4MgUAgEDjQ6UJQXkTafZBT22LRTLsNCHJwptlM2ylTPFtCJIlSR3ZYCPqd7M8CJ4DCoiJajxhheCi2khIKHOb92hYLTQcOdLvoNdNj1evA7s4rArotX+6WoqxGMptpPnw4l7FbhdT7HtKoEb8uW6YrhoxKJFtpKT8kJNA0Pp47MzMZlJLCXdnZDFy7lvZXYcVmV8QblUAg8Cs2Gye8ZLMGAiGIqpDrnn++LGAykEgS/ZKTuTMzk0gv4uWCOhMAe80VvQdedaBJTAyxDz7o01iKjx+n0EOMUN3YWF2Ro3Z5YTZjGTqUnomJSGaHdDOZaD9tGrelpjIoJYU7MzN1CxeGxcSwR6PAoryNYnwQRSUlZK1bx5n0dEJVFq92kyZ5FGxXAxJCFAkEAv9y8dSpSt/m1X2nDnJqWyz0XLmy7GGuwoa7RcMJX4RUaSk1GzemFEidNcvjrJddN4M9BV/d0gPslqNawJncXKqran14xWZj48iRfBgdzT6NgnbgOC4qkSOZzXRduJDwIUOUIpKSyUT/FSuoY7HQZty4MstMVhbdFi0iPC5OsT41iYsjduxYt+1k6QSDX3Lscwm+FZnc/NhjrBs0iI9U++a6L0gSsX/9q72oY2WI4UrgSi7GKRAIgpOquJ+IGCKDBLp1hxxLA/DzkiX8unQpNqDTtGlYevZki6tlR5KQTCZ7vIrLdMCt5kPHefPYZiAt3DUd34a9yWt17Oq5OmXVPG1A1MiRDFm8mI+io7H5GlAsSYzOztbtGu4aY7Tvn//ke0eg3ZD//hfLLbcY3lSh1cqHrjFbOimkxZQJwxDc25YYwmTi7m3baOJII9eKl5KnVQsN5dTOneSsWeM1qLdvcjIXTp2i8I8/2P/KK1VW+0hGnZ1XHfvxEggEgorSLzmZqOHD/bIuEUN0BaGOpaltsRAaE6Oo49CoKEIaNXJfyGajz0cfMSglhdtSU+mbnEy/5GTuys52sjpJZjOd589n28yZXsfh2rrCBpxy+U5ty5KAnORkbEB/tRXEKDYbW556CrALliMpKU6uNNcYo9ILF5TvSn2sgl2Qnq65fbdJlAlCvbYlhigt5fPevZ0sRa7xUvK08Lg42k6cSJ933/XsXjOZqN2yJW0nTqT7kiX0XLnSNyuTY92S2UzkffeV30IlSTS/5x4ljks+E5ew1+m52l2ECgaOX/3u3T3PYDJRu1UrPw0oCDCZCO/b16+rbNirF/2Sk2nUr59f1wuAyUTsk09eO9fslYIk0ahPn0rfrGjdEUQUWq0UpKdzQV2zo7S0LKbGpapr4z59lAesuqBdm3HjqNe5Myd+/JHGN97IpcJCr5YELbeHBIRjf+hBWW8z5wVt/Pb++/SeNQtLfDw/v/wyv73yiuF9zvzsM/5Zrx6Xz55VprUeMYLO06ZROyKCgvR06sXGUsdiIVvVZuTroUO5KTGR9gZTM49rtT7xUsZfc399wRFsbYmPp47FopxfeX9ckd1rSqaaChtwwSGy+jv2u824cfaaJlu3cvHUKWqGh1OUlcXPzzzjtLxcFDMiPt7JSnXOanVaNrRlSy4XFVEtNJTLRUXsXbyY3C+/VNbTeMAA2j7xBI369CF3yxb2f/aZ2z5cAprfcQddp0xR1iNbPk9s3YoEzmM0mex1dP74Q/MQNuzdm9OpqX4vZ1DvuuuwXb7M2X37yrcCrY7orkgSHWfO1K7861Jq4ufnniurBi5JNBk0yG4t9NUCKBcFvPVW0t98k5w1awwv2nnuXOrGxGCuVYuzGRnk7dnjU3/E9tOmKfsjWz8vFxZyNiODxv36cWbPHs1rW6bxgAGc+P57ZZ+b3nILXebOVe5tUcOH27vAb95M3ZgYqtWpQ7XQULcCmvJxiPjTn8j9+munNiZIknKc1cViO86YwdmMDE7v2OH8+/FzoUij1O3QgTbjx3Nmzx5spaVcOHUKU/Xq9tpcu3cbXk/TwYP9UijUIyYTEbffXnas/UDPlSurpBFsuVxmOTk5ZGZmcu7cORo3bkynTp2oWbNmIMYXNATSZQawLymJHyZMsLudVD/CuKVL6TZ5MgeSkpSbifqHbGRdkX/6Ezk6bToAmtx4Iwd//FHXZ1uM3Woixw1p0XHsWP60apW2a6qiSBLNbrqJoy5tD7TaaGhRaLVquvQa9+rFCY16TLLLTEK/BpMvDE1JoeDAAb531F2S0/T1xJzalXZy5042P/aYU7kAV3ecp+VlQVLem4v8AGrcr5+T6D6QnMxGnRL/ksnEqKwsj+fF1YWYvnw5OzTqWQ1KSaFuTAwntm61Cwv17UqSuOk//6FanTqK6No9axZZq1d73ilVVevD69Zx5OuvkapV4/h339kLQRp4ebh540YiHHXEspKTNUWPLBC0qmrftm2bdlVu1THx1N+q4+zZ1LJYuHD0KM3vuINaERGaJSwOr1vH93fe6XWfWo0dS+9Vq9ymu/bF6vjMM/aeVQb2RwtZhLudS8c5ATT3wxOeapp5clXrbcM1hEEWSt5aihhtPdIgLk6zN2Xzu+6iTuvWtBw1SvdYeqxf5+j5VrtlSyRQLCxaRXDD+/bl1LZt5RIwPZYvd3qBUr9gySLYyDWnRdP4eHq//XbwF2bMysrirbfe4qOPPiInJwf1YjVq1KB///5MmDCBP//5z5iuQvNjIAWR3gMboMfLL9N9yhTA+w/Z27r0uCs1ldVab1kOZEEkYe9dpicQRqemEhEXx76kJL7Xe2v2M+o2GoVWK8ccFWDVlaR/mjuXHZ7K0bugjiGqjvf2Jd64OzWVL3r3djonRsXckZQU1mndAE0mnyxk/uZ4Whqfe6g/pdXexBNatafU/Y70HgRyryo1excvtnc/d/QgU7+9enuZkH9jTpYCSbL/c9TvugCMPn2amg0a6I5dLbp8eZnRGs/+ZcvYv3SpYlHrOn++0izWCOrtq/cFSSJy+HA6TJvmUcxoCbXy7o/WmMq7Dk9jDATnrFa2jx/v3GjZ8fKq3oeDq1ax/eGH3ZbvPHcurR58kLPp6YavZa0xaF1r/T7+mEYqj4EaV2EtV2Z3ui5MJvv92ksDWaM9A92uOXB7mVFiYE0m2k+Z4lSY19/4VRBNmjSJd955h9tuu40777yTnj170qJFC2rVqsXp06f59ddf+eGHH/joo4+oVq0a77zzDnEG3hauJAIpiHQfekCPxYvpPnWq5ndaLhhP69JjaEoKpw4c4BtVuwMZG/ZAa7kIoidB1G7kSIZ+/DHg2YLgT1rcfjvtH36YU3v2sNulAWnsQw9x5NtvKfKxDYhaEIF9f2tUq0aNy645eMZo0LkzeXv2uE03Iho8CVyjoioQeDy/XoLlddfp4SHpTTC54vqALM8D09VS8MVNN1F46BA24C8nTjjF9nl7wJ+zWjm+dSs2m43GLm1ffB1LeR4aWlaPiogHfwiQyhAxgUBtNdWyzO1bsoRdGvfsbkuX0n7yZJ+vZVfKIyY9FcGVp+du2OC03i7z5tEwLq7clmZP69Zy4QcSvwqi6dOnM2PGDBo3bux1w+vXr+fcuXPcd999vo04yKkyC9HChXTXeBtUu8XULhhfXVaye2PXm2+SOm+e03c27OnnF7GLAk8uM/vKJCZkZ1PXES9TrsyzKkavwasJu/vMX/giZvYlJfG9hlgF3y0x/sKb4B2dk1MuoebpIelvq4KvfNylCwUOYTvm6FFqN21qeOx6v1fB1ceptDTNRri3paYqlriKXsuBEpOBFKlVKYBF6w4/UxkxRFoPvRsWLOAGl3T5QquVD7XMpq+/DsChTz/liMFAupvefpsW8fEk6ogodcNT2X3kicHLl9N14kTA8RDwEEQZjCiZUi74K57IvrKynm5GSdTIaKpKC5E3l1nnadPovWiR37dblTfVf3XtqjSbHXPkCLUjIgwtp/VyYOTceQvCFwQv2x56iEPvvqt81orRulItZK5cCdep0ee3z1lmxcXF2Gw2ateuDdhjiz777DM6dOhAfHx8+Ud8jdN+3DhNQXRq1y4OJCdTt1UrLhcWcqmoiF1z5rgHw5WWstlok1UH/ZYvp/24cXw5ZozuPGq1LAf2ehIFRUePKn+3HzcOS3w8BY4A36M//sg2RzxUMGJDv9u9HDsS4shMk8xmYsaMIf2993yPlbLZ+HnxYs4dO0ZYTIxTvBO432D0Clh2mTmzXDegit7APFmsZPYsWcJ1kyb5/QYpl6aoElSitNQHkV+Qnu5mKZVb2Ogdn31JSYaD8AXBR+9Vq4h94gnNhASZKr2W/cTVZvn02UJ02223ce+99zJx4kTOnDlD+/btqV69OidPnmTJkiU89thjgRprlRJoC1FAsrM84Yjz2PvRR3yvU7BRjh+Sb+USdgtRNfRF0d1r19Jm6FDN764EN5prYUonTCbGbNtGSVER9WJiqGOx2C0lvXtXLN3UYTGq1bQpe15+mdzvvrMHappM9Jw/n+0zZ+qKrtixY4l76SVNgaMlfCp6A/PlOi2PlSiY3zaTu3fnzK5dANy5bRvNevUytJzmMTOZGK2TiVdei9LVTFVfF562X9VjqyqupOs0YIUZf/rpJ/r37w/AJ598QtOmTcnKyuK9997j1VdfLf+Ir1EKrVZ+W76cb/1UkdMoN61ciQ10xRDYA4tLsbuQirCLhQt4thB9fued/KJj0ahjsdA/MTFoi6DZgDb33cdNixYpY1S3LPmptBRbRATNBw5UfvBN4uK4qTxFKZ02bOP78ePZMGwYuf/7nyJ+bKWlbPeSwpv+7rt8GBXFukGD+DAykm9GjOBAcjI/TJzIh9HRyvSvhg1j/6pVfP/oo8oNzFZayvcTJpC1bh1HUlI4npamFMd0LZRZaLVyIDmZHX/7m+Hd+mXpUo8961zZl5TER44xf+ShtUtVUazqrfRRnz6617krBz76yH2ih3PqyaJ0LbIvKUm5ln29LrQKvvpz+56+88e2g5mr8Tr12UJUu3Zt9u3bR1RUFCNGjKBTp068+OKL5OTk0K5dO86dOxeosVYpgbAQGXE9BIK7U1NpEhfHvuRkvvQQGHsWyAEaqKbVBurhWRRJZjOPZmZS10NpgF+XLeOXJUvsPyiTCcutt2JVp7NWMjag9QMPcKujhs2GN94g7a9/dWtV0jQ+ngdVBSJlCq1WCjIyuFRYyIZhwypr2JVCvbZtKdApnOiNDo89RruHH6ZJXJzyJl2tTh3OHjoEQN1WrTixYwdn9u/nt9dec4uLu3vbNi4XFhp6M9d6U1eXYpDdzuV5kz9rtfJuZCQ1HJ+LgVKTifFZWUoSgbxv6m0UWq18qFEHBuwB8fViYjTHrGVJbZ+QQPfnnqsSN2lFMbJ9rWMIuB8LL3W4ZFzLf7QZPZpeCxZ4vFa0pmmdv7tTU6kdEeEWyylbSKwbNgStK8lf14LmsfFg+axKAhZU3blzZ8aPH88999zDddddx9dff02fPn3YuXMnd9xxB0dVMSRXE/4WRJXuInPQa9Eiuji6v+9PTmadjiCyAXnASaAOZQKoFvZ+Vd5q84xISSHSQEp5QUaG4n4qtFr5fvx4J2EU1qEDkbffTrXatdk9b57fKxarufnDD4kdNQqA9K1b+bhvX2rhvp9yvSU9fl60yG7ZESjUjozkXE5OuZeX3YeNe/SgWp06HExOZs/ixcr3sWPHkvH++04PIED7hUOS6LVgAV1csjePp6Vx9IcfaNa/v9vDNjslhf8MGqQIIrD/RqLvuQcuXSJ73Tq38fZPTKRe69a6ZTCaDRjA0R9+UOolqetKebqGei1cSJfp03UfbFoxaHoZqVoizhvycarZsCEXTp8mrG1bLp87x/lTpwgJD6epo3WHPAbrhg1lwkSVUKAeZ87XX/NDQoLb77thly6cdgSyu9J52jSumzQJwK3+mCchqr5WkCTaT5iABOxNTFTG2GvBAqrVqcOxrVvJeP99ze23nzCBfY7rTM3g5GQ23X+/m6CVX0S94friIB9XT4Je79p1ne5atLfz1Km6sX7q8wMYFotaGabe1hVoAiaIPvnkE0aPHk1JSQmDBw/mm2++AWDevHl8//33fPXVVxUbeZDib0FUnnpB/kCdpp2blsaHOplCF7G7x/Kxu83kBqdys9MSPFuKvIkGTxxPS+Po5s0069fP6cddaLXy00svsW/FinKtV0a+4CWXabd9+SWthgwB4PSBA7wVE6OZVdfl8cfpNWsWAHnp6TSIjXWzhv28eDHbfSiedyXjLdA+WGk+eDCxY8ZQcPAgh7/5huOqquWh0dE06NCBhp07UyMsjCObNnF440af9lMym7nt88/Z4EPV3rtTUwH49bXXdB/EgFJbSaZ+p0406d2b2s2a8fO8ecrDOPruu8n64gu3t/gOjz5aJgCUAUt0nTWL8C5dyM/IoOT8eaKHDaP42DGy16/HVKMGBz76iPPHj/twFLSJeeABMj76KCAvOF2ffZZzR4/yxz//6fd1G6Hfm2/qJrjc9PbbWOLjObZli5uAPLZlC0c2bXI/L664iMqUMWPscYcOWt53H32XLnWbbhkyhMNff+0ew+kQRq1HjFAst4XZ2aTOnKk5b68FC2jcowcZ//qX5r24fUICN731lvLZSYTp7AcE1ooZ0LT7o0ePkpubS5cuXZSq1KmpqYSFhdGuXbvyjzqIuRosRK4Bb5/Ex5PlELRq1MUYbcBpUN6Mazr+PovdclRXZ1tDk5NpF6C4qJ8XL/YaWwMQNXQokXfcwbHNm0lfvRqJsmwxCft+qKddNpm4NTGR68eN41R6Om+2batpIVKQq9SqllNTaLXy6+uvs2fBggrtr0AgELgSNXSom2UyWGg2cCC1mjalMCuLE9u2eZw38s47KczKIk+2BJajLIk3AiaIHnnkEZYtW0bdus6PwqKiIp588kn+WUWqPNAEIoYodfZse3XlysDlItOzDsnFGNXp52ewF2VUt7GwYbcchXnY5E0LFxIXICuJ2t12LjeXzzVaj6gF4I5Fi/hxxgxKHWNHkug9axY75s2jxGYrsxo54p9OZGSw+uabPVbmdt2WXtxUykMPka6qSXK1YQNMISHYzmtVcBIIBALfKW9xVy0ClmX27rvvUlxc7Da9uLiY9957z9fVXdP0nDOHZgMGlHv52IcfpvfSpQx45x26vfgiPebOZXByMr1UWVIAHRISGJ2d7aS4D//wg+Y6JcrS7MHZoqKOG5Ioc6Pp8f2MGWx86ilfd8sQdSwWJdurSVwcnTVK5aszHnpMn07EwIGK8Llp4UIib7mFyyoxJC9zJiODvEOHfOp2bysp4cjWrZrf3bxqFXenptLtxRfpPHMmTR1ZmlcLElC7Q4eqHoZAILiK+MODyzhQGC7MWFBQgM1mw2azcfbsWUJCQpTvSkpKWL9+PU2aNAnIIK9mBq1e7V512hsmE73mz3cLClXT5v77nQKWXTmvSiF2QpIoldO+sWeZmRz/XMVBKVC9USMunTypO47dr71G0dGj3Jmc7GmPDHPWatWM27lu0iT2LFnilvFRz9G7CeCyKgOyZr16NIiNtTcYdFmmfkwMFy5dUqxJRkXRl/ffz8WCAjfXGdjT812DHbWsWlciNqBWTAyXc3K44OFaEAgEAqOc2b+/0rdp2EJUv359GjZsiCRJtG3blgYNGij/GjVqxCOPPMITTzzh9wEePnyYMWPGEB4eTu3atenatSs7d+5UvrfZbPztb3+jefPm1KpVi4EDB/Lbb785rePChQs8+eSTNGrUiNDQUO68806sQVIboo7F4lMdm+4vvsjorCyPYkher7pejpqzVivbdVx1Ny1ciLl+fcCeWnwSuyVIcTW5kG/gAZi+Zg25aWle5/PGL0lJrIyOZs2gQayMjnaqA+N6HCWzmf4rVij7/0tSEkcdAasAh776iroWC9Eu1dU7jBlDXYuFOgb69rliKy3lvwkJnDVwbTWJi6OXl9giy5AhdHr6aRr17FlWJdlDDafQli19Ga5fsGEPvDeHhjLwnXcqffsCgeDqpE0V9EM1bCFKSUnBZrMxaNAgPv30Uxo2bKh8V6NGDaKjo2nevLlfB5eXl0e/fv24+eab+eqrr2jSpAkHDhygvuOBDbBw4UKWLFnCqlWraNu2LS+99BK33nor+/fvV+KcJk+ezNq1a/n4448JDw9n6tSpDB06lJ07d2KuSEE9P6FucVEvJoa0+fP5/Y03NF1SDTp1qpBf9azVylcPPaT7fcGxY1w+cwawp9g3dvwvt7Wo4TJ/KVC/bVvOeKlTc/DLL4mIi9O18BgZ939VmQqy+GgZH6+sx/U4ysdJXlZN+uefkzJ7NpkuNYX2rl7NjS+9hK201CeXmYzscjOyb12mTwdJKsvmMJno+Pjj1GvTRjPDriAjg+LjxzWbqg5OTqZuy5Ye+4sZJbxbN8Lat+diXh5W+fjIGUhdu5KfkcH5EycIa9uWfz/2GKXA5aIipNBQGvXowckdOyo8BoFAcO3SoFMnonU6HgQSn4Oqs7KyiIqKQtJoNulvnnnmGTZv3swPOvEuNpuN5s2bM3nyZGbOnAnYrUFNmzZlwYIFJCQkkJ+fT+PGjXn//fcZ6XiQHDlyhMjISNavX2+4/1qgW3eo2ZWYSEpCgnsz0QoUvTprtfLTsmXsUNVu0ULdqgOcu79rNTiVTCbuSUrim4cf9jqGjmPHsldVK0YrM0uP7JQU1miUKTBS70hv2Utox0GNSEkhv7CQfw8bZjioWsZbUUotXOsxeZvXU7l8rQBuS3w81v/+V9stazLR7403AOwpwH36uNe08TC2v0sS1YAQVcZd57/8hYPvvmvIHdj0xhvps2QJtSMilJ53FW6FIhAIrmj8GVANfg6q3rNnD6WOG1R+fj6//PILe/bs0fznT/7zn//Qo0cPhg8fTpMmTejWrRsrV65Uvj906BBHjx7ltttuU6bVrFmTAQMGsMVRqGvnzp1cunTJaZ7mzZtz3XXXKfNoceHCBQoKCpz+VRqOQN8LoLhKJLOZmxITy3WR/JKURGJUlFcxBO4Pf0k1zYa9nQeqzzcvWEBYdLShcfz+7rtOFp5vJkxgf3KyIRdTg9hYp+aaUBbvo8dZq5XslBSq16njtizom0erhYaSvXu3cg58eWOI+fOffRJD4Nm9qTVvfw+uQXUAd7/lyxmdk8OQr79mdFYWQ1NS6LVokdOyNyUm0mniRDpNnEib4cPdxuBtbCbswfbqdiN73n+fngsXOm0nduxYt3PQa+FC7vrhB5rExSnbKVcrFEnybX6TiX7Ll2teE56w6fzv+r3Wd0bpkJDgnBQhSfbij5VA/Nq1DE5Opt/y5QxOTqbTk0/6df1127Tx6/rU1Gvb1ufzWRGaq54nlUHDLl0qdXvlwl/HvwpbOxlymXXt2pWjR4/SpEkTunbtiiRJaBmWJEmixIcu0N44ePAgy5cvZ8qUKTz77LOkpqby1FNPUbNmTf7yl78oVbGbNm3qtJzcXw3sNZNq1KhBgwYN3ObxVFV73rx5/P3vf/fbvviCfGwvAT3+/nda9u9vyHqgheIuMmIIlCRKXOazYa85JFtKXNcioRIrvgYIl5baK2VLEjctWOA1Rb9B27bkqQLt5HgftRsO7MUSj+3cae/T5hhTs169OKoqvCePXYvLRUXUdFzHcj83j/WIVKQnJ/Of0lLuXLPGwNzlQ881KOMawA12YSOLDm8B90b5JSlJ87jYSkoI79GDUZmZTtuJe+kljjky8VwtUZ7279Tu3brFDWVBaImP5+CaNWybMsXjmOX5248bh7l6daWjvLpqL6CMs1qtWuRnZFA3JobkYcOoif03cB6oLkmEmUzYSkqQzGb2NmlCTm4uocDT77xDk5YtqRYaytnMTE7s3MnRH37g+LZtutYvdSVj13OkZfnrPG0adVu31iwCeN3TT9Ni0CCsmzaR9+uv5G7cqNtUWT4mri6KNsOHE/vgg5rB/7KL9nJRESd27LA3INZYf7vx46lety4xo0bRJC5OKbp6+dw5dsyerTEYia7PPqsUl5TMZmLGjCFj9WpsJSX2h6XN5lZQcujGjUDZeTv1889lle0dSSgRAweS9eWX5O/fz8GPP3bbdPNbby07TiYTkbffTs5XX2mW8+j50kt88e23msUGA5Eo0feVV+zW0wokYjTs3p3TP/3kNE0ym7lr61bOZmYCcHDNGg75eO/qkJBAt+eeA+zH/8TOnZzatYvDGjXuyjbsOE4mk/t1U1pKQUZGlbT/MOQyU7vJZKGhR7RBa4ERatSoQY8ePZwsOU899RRpaWls3bqVLVu20K9fP44cOUJERIQyz6OPPkpOTg5ff/01H374IQ8//DAXLlxwWvett95KmzZteEtVUVPNhQsXnJYpKCggMjKyUlxmO998k/85AtRvWraMuHKmrp+1WtmfnMx3GinpWlzAuf6QbBE6jP2hF462y2xyVhb7P/rIY6NYI3R98kli77nHLb7ol6QkvlH1JFIwmeg1axbb5Ruf/IZSgRuSZDLxaFYW2Vu38smIEcr0anhvV6Km1+zZ3PjSS+UeR7Bz1molUaewaHncht7Yl5TEDwkJivjoOW8ejePinESdZg8wk4nBH3+sPLxdRaAv7spXmzXj0rFjABSZTAxNTKStSriNGTaMvbt3A7Bf5xqUt3dixw4ldsxor6vjaWlkffkltZs1I3roUKVFhZGO4+pee/kZGTTr109xU3rb931JSWXC0aXFiHr9vy5bxi9LlyrnSBaeesdBq1+b3FpIq62P/Nm6YYPTtaC3Hb1z6+mYAW7b1dsv12uyv6Nqs9a07zXuX2oxr96GK+rzqd6mItrWr3c/wJJk/+cQlZ7G7HrsZNEaFhND9Tp1qBYayuWiIqf/ZQGl92LjqXXK4ORkmvbpo7jIv+jd2+v1W1ECWqm6soiOjubWW2/l7bffVqYtX76cl156icOHD3Pw4EHatGnDTz/9RLdu3ZR57rrrLurXr8+7777Lpk2bGDx4MKdPn3ayEnXp0oW7777bsBWoMmKIZEtHzubNbHv+eQD6L11Kz8mTfV5X2uLFThYSIxRjb8mhxgZkYhdGzbELIlfGpqTQcuBA+zb9VIgxOj6eeMd5T9T5YQWCzhMncuvy5Xw4bRrpL7+sTLcBty1cyKkdO/jDYAkBy8CB9Jg6lTZ+DA4sb1C6v9m1fDmbdNoTWAYMYOT//uf3bRoRL0Zu+OVlZfv2FDgslGN27aJp165O39/drZtXQaTGFzHmiUDus4zRsfqyT64Pd2+lRMq7HW/bNnLMPIkr1+l602TrlTdxfmLHDlKfeUZ3bK7r/3nxYqfEjM5TpiiWTqNjDgRa/fi0xE5lXL8BFUR//PEH//vf/zh+/LgSWyTzwgsv+D5aHUaPHk1OTo5TUPXTTz/N9u3b2bJlixJU/fTTTzPDceAvXrxIkyZN3IKqV69ezQjHG39ubi4WiyWogqp/SUoqy6JSmV1vXLKEXk8/7dO6fnzuObbPmePbAEwmikpLNWMfsrGLpTCgKe5WkvGpqbRwmPrPWq38+447OOmneLKmPXpwrBKzlkanplItIoKJkZF0Vk3fB7yak0MIsFLjzdYT4ddfz5/Xr+fwli1IQPO+fcslZlyvkR5Tp9LdceOrbJH0wY03cnTzZu0vJYkJ2dlVJtgCdcNf2bEjBXv3ApBw5Ah1VFZp8F0Q+ZPKesj5m6ocdzAfM1/HFqz7ohZr5bHm+Qujz2/DafcyK1eu5LHHHqNRo0Y0a9bMKdtMkiS/CqKnn36avn37MnfuXEaMGEFqaiqJiYkkOjoMS5LE5MmTmTt3LrGxscTGxjJ37lxq167N6NGjAQgLC2PcuHFMnTqV8PBwGjZsyLRp07j++uu55ZZb/DbWiuCaUq62hvjy4AVIW7TIdzEkSXR54gk2v/aa21dyuj3YW3pouYwuFRUpf9e1WLj3yy913Sm+UpliCKAgM5NzhYVuwrAEOJyRQdeBA7k1MZH/ym+2Bjj1yy/Ox0OSuG3lSsMZdqB9jexYvJgdshXLQ081f3PWatUXQ46x/LRsGQMWLQroOPSQ46X8jfpe5+vvsjz4Yg0M1D4HmqocdzAfM1/HFqz70mXaNEMxi8Eyfp8F0UsvvcScOXOUNPdAEhcXx2effcasWbP4xz/+QatWrXjllVd44IEHlHlmzJhBcXExjz/+OHl5efTq1YtvvvnGqdfa0qVLqVatGiNGjKC4uJjBgwezatWqoKhBBPa3e90brMv0s1arm6UhNy1NacXhaxxP54QEej/3HF97iDOSxYFe5eYTe/fSMCaGeo4Luq7FQo9p0wxltQUjlthYt/RLE9DCkdF2/bhxtIyP58jWrfagcF+tATYb/01IoFHnzuQfOuRmNdJ6EOpeIy7i2bU2UyDIS0/3Os+Ol1+mWVxcua1hwYiTIPJj8ogWamtgZQndykTrPhbMBIur+kokWMSOEXx2mdWrV4/du3fTunXrQI0pKAmky+ys1arrhukzfz59Z87krNXKd9Ons98lO6Jmw4ZcOH3a5212eOAB+s+fT12LhQKrlaUeLDqyy6wWEKUzj+QIMu3uuGl72qegReXqef+JJzj45pvKV/mdOrHk11/dFvklKYlvxo/3y+Z7TJtG7aZN+V6VsdN5wgR6O+LJjB7PgUuW0Hb4cM0bty83dr2Hll5jYC2upod50nXXccZRBX/8oUOEuVQG95fLTOu34ylQ/Up7WLslSZTDYloeynucdi9fzsYnnqhUK2wwcKVdV54IWHPX4cOH842ndDqBz9S1WLjV4QZ05UJeHl+OGUNiZKSbGALKJYaQJEUMAfzkoSmvjbJA60vo11exlZayLiGBAkdNIWWfqrCmhK/0evZZ5Zg0cBEeYTpCpKXBGDQj7JCD0lXb2pOYSGJkJD8+/zz1HWUFvPG/KVPsy7ikNactXkyio/VJYlQU302f7lQDSq7bdNZqtc8bFcWXI0eybuRIEiMj2fjkk3aRpFMoVQutdibq7bji6bsqJ0AWItd91rIGyhXQXfklKcnjOfXHePy5nrNWq3vGqMNi6uv2fBmnp7Y/3rYhiyHwrT3PlYz6ujJyvM5arexLTjZcVy5Y8dllFhMTw/PPP8+2bdu4/vrrqV7dudbvUwHqbn41c9Zq5cCXX2p+95OXflflwmZzai+xf+1a7dmwp+JXxx4/5E3a2EpKOJ2RobjOZNfST8uW2WNdgjehkRYDBihp8gVWKzsd6bIKe/dSYLUq+yZjxH3kD35ftcrnZbbPncsv77xDxwcfpPDwYfZ98EHZl3IM0uLF1GvVitKSEgqzsz2ub/frr7P79dd9HoetpIQ/1qyh7fDhZG7YoOsKcs2M7PrXvxJ7771cKioi748/aNG/PxEu9ZXUyG+0l4qKOJqaSmhEBG2GDaMwN5fDP/xgaPmMtWs5l5tL62HD3OZVu8zOHjlC/TZt3GpgGeXAunUcXL8eU7Vq/PzGG07Ho2V8vG7TYdfxfiOnw4PTOe317LPc6GssIdquupbx8U6WAiOWg7TFixVLp/o856Wna94HbCUlHNm6lXbDh/s8TiizpKrHI4+zep06TsfJF9ey1njV7Xl8tbgGwuLi63q9za/UrtM5Xq6W48wNG9xE7k0LF3qtK1fR/QgEPrvMWrVqpb8ySeLgwYMVHlQwEiiXmT9T1Y0i19rx5C6zUZaGn+f4ux4Q4TanM+qMMzVnrVaOONJO67VsyUcutScqE7c4KJesqEMpKbyn0eqj77Rp3OoSKHzWaq3UsgBXHY5jv89gHauWQ4YQN22aUxHOBrGx9puyWhx4WV4WWQ3atqV6aKi9kKfL77Dj2LH8SSVEXw0P55LDInsRCGvalGJHXSIkiYPNmvFtbi4AO3JylIdGvVatyD90iGM7d3I0NZXjP/3ERQ+V76MGDyZ70yana+q2t9/m+nHjnETfwfXr2bN8uf6+3nEHcVOnaj5gctPSOLh2LeaQEADOHT9O7SZN2PL8886/S5dCg7H33Uf6p5/ap+m4utIWLXI/l5JE7+eeo1nPnnw+bJj2gB3rcxVg4Cxu8g8d4stRo9zPtaPAa9MePcjeuNFrcsnQ5GTaDR+uxGCqBfOBdevYl5xMjTp1NI9xvzlzMNeo4XTN3LRwIU179KBBbCyFubnK8W0QE0NBdjY/qOpOabndZEGet38/Ddu1o82wYR7jCnPT0tj2j39wcN06ZR2thw6l9wsv6Ap/J3elKlNVvZ2fExPZ/n//p3m8LhYUaNeE00CvFpt87ckvLHUtloDHzF0VdYiCiUAIIs0bR6BxuYnpPfzB3tfsMnAUu4ioAbTES3FCSWLYypVKLJEevyQllWVq+aGgoi/IW5Gwv3nfumKF049v86JFfKt1XiSJp7Oz3axEuoUjBYZo1rs3R7dtq+phaNJt0iSadO1KypQpXMjL83jt24C9QAHQ288Vi/vNmcPZ7Gz2rFzpe583VSX4s1Yrn915Jyd27fLb2HrMmEG1mjVpPWwYdSIiKv6CIB87x7gv5Oezfe7cgPy+6rVqRcGhQ8rn2s2aIZlMFB054vdtOeF4EQA4vGULB//zH/aqLbgO2tx9Ny369VPElCxiTu3dyyEdrwJAi5tu4o4PPnCzmGnFIcoCBPBbPKRMr9mziRo8WBFyXz30EL+rK647zvEPzzxjOGauPAhB5Gf8LYgq27IQdcstxP75z7QZOtTpIiuwWlmqMQ4bUIi9sWu+Y5oZaIE9uNoTktnM5MxMN+HgylmrlTMZGYorQP47deFCdmuUAFCP7RJQNzycC6dOqTbsUp113jxM1arxP412DsWO/+9NTqajykxfYLXyiofg5SHJycRpmPXVFrCCrKxKt/oJggetTMxgoLwJGL5QvX59Lp05E9BtXC1Ur1ePSwHukdmsd28ievWiYbt2AGzUKaZaGYR37swpH+rTGWncbZSA1SF65JFHPH7/z3/+09dVXpPo+dL9jsnETfPn6/pz61ksDFu5krWqNwN1E1eT41+p418REILnG75rLJEedS0WJ3Em/z341VepFxWlKyouYXdZnD5zhvGpqUoZ+eZ9+gBlwkr2d383bZqTwLE59gWzGYtjGYDDaWmkvvaarhiyAfs2bdIURHUtFqf4h+qhoVV68xFUHcEohqCcCRg+IsSQcQIthgCObtsWNNZXX8QQkuSxcXeg8DkFKC8vz+nf8ePH2bRpE//+9785I34MhvE1CNMwsvvJZKLHtGlMyMryGtyW8fXXzqvArpQl7BeIXK3Jhl2IGOkAn7Nli5JxVh7ipk1jdGqqWwdldaFIW0kJF4uKaDd8OO0caeZ1LRYiBw5UxJWc7SZ3Q5cDxUuBTmPGKKLt84ce4u2ePdnz/vu6Y5KAg4mJhvarjV6cxFWIDa6obEKBQBDk2GwUOuLxKhO/uMxKS0t5/PHHad26tdJC42ojEDFEG598slxZO1q0HTGCgY6qxWoLiTf+WLeOj3Qe3uewu8vOUiaA6gO1sYskIx3gh739ttd4Ik+oY41kMSNbr4y65sBu/Uns2RMz9n2xARckiZnZ2RTl5vK2wbo6AC0HDqTP1KlcPHcOCYjs21dzDNdSbNEF7NdCjaoeiEAguCoYuHQpN5Sjj6cWlR5DtH//fgYOHEhuFai6yiAQgig7JYU1GgHN9a+/nrxffvHJ9D46NdVjSrEWacuXs96DW6cQOEHZw86Ecy+zEMosSZ54OifHkGjRQ441+vHll/lDzqgwmRimKgTpjT3Jyfx75EinsdqwxxB9/8ILnNq3T3M5o/EgfaZNo/ekSW77GUzZdYFCzki0YRfLweoyEggEVw7leabpEbDCjHocOHCAy5cve59RoNAgNhbJxdUgmc20e/BBJ7eUZDbTcexYxe2jxWVVPzEjFFitHsWQbEWpSdkDzlX8nMe76wwg2RFbU2C1ciglxWdXmuwGqx4aqkzz9aGbuWmT2zISkJeRoSuGfNnO1sWLWRoVxWaXtHw5tqjd8OFExMU5ue+QpDJXk8lEqyFDyq4Hk8nNXegJy4ABPs1/99q1jEhJYXRqKiNSUmh3//3uM8lB6h6Q483kti4X5OWuUuTfhUAgCCyuzZMrA5+Dqqe4ZOzYbDZyc3P58ssvGTt2rN8Gdi0gx7fILiE5BbzYZuMy9hpAvZ5+mr5TplDXYuHGl17iyNatfHn//V6LtnmiwGplh05lbFA92LC7xtRB1WqLiYQxwXB42zZeadWK/Kwspfz9UB+sO/KYf0tOLhujozJ2THy8V+tTgdXKLq39lSRKi4vdp5cXm41vZ8zgQn4+gzTqbxRYrdRp3Zr7t26lpKjILbtODgKXP2du2OBUmqDzhAlcN26cu5XJZGLI6tUA/LRsGTuXLi0rZ6BjAK5Rp46SwXHWamW/6tjK6xztCMb8sHdvt1TvRl27cmT3bkUMyVyWJEZt387ZzEyKHRmAtcLDlYB32VpWrVYt/Xo0LoS1aUPkzTcTEh5OycWL1G7cmN/ffZe8/fsNLQ94PBZGkcXfJezXvbfkAoAGHTrQoG1bSi9dol50NIVWKwd1CqGWh9rNm3Mu0CniFaROZCSFVusV5TquUa+ex1pRgsCjLh5cWfgsiHa51K8wmUw0btyYl19+2WsGmsAduZqz+qGY6nh424AwVSEu2dpwsaDATUQZvXA2PfccPxioYHuZsrYd8gPP1UJkwrgFJd+RCQZ2MbN2wgRq1q3rFH9TYLVyKj2d8NhYN5FzSqdirJFsNq1lAW6YMIG2w4bxvUYRsoogH99Wgwcr+/JTUhLrVIXHhiYmKoLENdNO/qx1bQCaIlr+bsCiRXSfNElZpjA3103QuArovPR099o2paVcLioicuBAbtPY3vXjxvHjwoVsdG3ybLOR+sYb3K1TWVudiXfb22+XVRt2CL7GXbtSKzycarVqcSYjg+b9+mmazXvPmsWBdet0RVW/uXOJvuUWLrsIz2qhoXw/fTrW775T5q3XujVnMzPt58axfy3j49k2Zw57VqxQrp1iyn4LZwGzycRDH39M/ZYtObZzJ2umT6dBYaH9N6Gq/ePKWavVXr19yRLfawq5MGb7dn587jnn2i7YmzZHDR6M9YcfPJawkIno3ZtcT9lIJpPPY21z5530eu45IuLiFNdx8alTikB2EvwqYocPJ33NGo/r7vDAA3SbNInLRUVUCw11+v9iYSFHd+wgtFkzqoWEsOGRRwyLMbnZtdbLiZHCn2pGp6Zy4IsvvBaILA/1WrakwPGCqVXHrWmPHhzbudO/ItTlpUIymxm1datyzM9kZFB88qRf9tfXl3x/IeoQGSSQzV1d2f7WW3z92GMA3PbGG/TRcG2pf6xGxVDy8OHs/eQTQ/MWYQ+qPkaZEKqNPahaRgJCqVjMiCwOADfBoLYgHU5L0wx81quMrUavtpBkMjF4/nztIox+Qt7GRo3CY0YDwtXIorFmnTqKlcnb+VcHpmsVojTSTFTreju0aRPvDR6suU0j50Vvvb7gFrhuMnGbgSq3uWlpHNm8WRFceuNQT3+9Rw8uOipTF5pM3JeYSC/Vdu7u1o3s3bupB6zNyTHUykEWaQUupSOObN3KuVOnKLXZCG3UiLNZWU5tTVwLrOampXHwyy8JbdbMrdZY2uLFToX9ALcH26OZmRTm5nJk82b7Q23ePPvD33E8ASdrZas77iCkfn32ffhh2XpVNcBcrzFP5+HDXr3cxhNz770eRZEvhfvcisC61Cqr52jS27xPH4/rU4SslzZErvsvL6dYbnUXtBddbDtihGasYb+5c2kQE6OM07WOm2x9VX9/ZOtW1o0c6TZeeYyNOndWrptCq1VXzEhmM/3nz7cXUNS5j6iP0/oxY5xeOmTa3HMPjTt3xnb5ctk15orB37AviMKMfqYyBdHWN97gm7/+FYDbXnuNPo6/K4KnbDJXbNgFURGQS5lroBbQwGXe6jjHGZUbV5eGycTTWVmKYNCrqD02JYWWBop3/ZSU5FRrSXe7lYjRsctoWZmMuh29CQ9vokmLfz/4IL84XHWuxC9dSm8/ZYh4Qx247u2hVhGWdejAGUe82cTffqNpx45O3/ur2z1on+vY+Phy76eeK1bvXGtdL96mgW8ZrqCfWDIiJYVqoaEc2bwZc82amjW9fCncV9Fxuq7LSeCYTPSYMoW2I0YoFkm9HmF/rFmjWSh24NKltL3vPmW58vwe9XAShI6xqtt1qHESzw7U2/flBUYW6eaaNZ2EnPp4eBJ0/sSvguj222/nhRdeoG/fvh7nO3v2LG+++SZ16tThiSee8H3UQUxlCqLNr77Kt5MmATD4lVe40fF3edEVAxrI8UMXKbMQyYLHDDTBXfzI6db+Trm29O7N7a++St2ICD4dM4Zs1zcOnVYarhRYrXz30kv85NqwtQrx1UKkZeUqr5VJD19udnoVzmX6z56tGUd1JfPqddeR99tvAMw4fZpaDZxfD/wliILtXAcSo9ZJb/NUBeU5hr7siz/PkS/rUlsuPQm8Kwm/VqoePnw4I0aMoG7dutx555306NGD5s2bExISQl5eHr///js//vgj69evZ+jQoSxyybQR+IaTqbSCMQYFVqtPYugc9jgJWfRcxC6IwB5PVIS7m0wtom645x72f/ZZhcYsY922zXN9IJuN9269lc4PPkh4TIxmPSBfxKCyWsr2T933zG9IEkNXrDD0cJNdZOdOnHAzoRuNoTKKa+VwT+jFZcn8OH8+PSZO9NvYAoWnuDVX1BmhHl0fFeRUenpQnetAopdY4hpX522eQKN1nZTnGPqyL/48R76sK1iujarAkCAaN24cDz74IJ988gn/+te/WLlypVKVWpIkOnbsSHx8PDt37qSdo2eKwHfkH12xqsR+eWvWyOtaN3Gi4WUuURY0Kosc19v+OewXjZabzAaEtGxJ26FDy+oFBZhT+/aRMnu28jnur3/lxpkzOZWeTn5Wls9iCOzHoQR70Phl7JYvI/WWfKH49GkOpaR4fBCr3SZK7INLrEXDKgg8BAj3Umnd3w/wQOCrC9JJEPmxlpTrwzbcUY7D1YpQVec60OglD/g6T6CoiKtai6rcF4FnDGeZ1ahRg9GjRzN69GgA8vPzKS4uJjw8nOrVqwdsgNcKbg8/B4Ue+g/JN9IadepwsbBQ+T93507+qw7ANIDS34syMVQN90JVskioiTY24KYXXqg0QeRK2uuvk+aH6t/qilrnsYuhC0C4P2KOHOn5MrcsXEg/l2ykAqu17HpwLOOED1YmfyJfc7k7d3qcL9gf4K7H10gZB7UgOpOTQ2iTJhUeh97DdmhiopOYr4pzXZkYsUpUheWiwGplrSpo35dyH564lq0wwYzPafcyYWFhhIWF+XMs1yyeHn5fzJ1LSOvW3OzyRuIkoPyAhF3kXMYuAORaK9Vc5qmBfrq9DWjeuTMt4uLoMnYsP7ukAl8JyKUGtKZXB+75z38wO2oX5Wdl8V8/dLX/dsYMDmzYwOB585TMLC23ifOAbJz64w9+S06mfqtWXCws1LU2eXMLFVitZG/Z4rENCfh2zXUfPz6oH+C+uqUOp6WRf+iQ8nlZXBx/XrnSKcvMVzyJsu7jxjkJopj4+HJv52rEF1dneeaXqUi5D8GVR7kFkcB/5GzZ4vEh8+6ECdS6eJG64eFUr12bw6mp/DBnjt9bQMjtOWTrz0XsIkBGFkKuBRrVy//y73/T66GHuHvVKjred5/hzLZgQUK/ErEE1K5Th5ihQ5Vp191/P9/PmcNOVb2a8nBo40be7tmT+m3a0G7oUMKiorwus2XhQpcBSvSZOpVOI0ZweMcOcnfsID8ri0ObNmkWxDyclsZ3//gH6S7WPEMWKy/sTEykeVycsi21NTPv0CFN8VXeh5Y3tASfL26pzx96yE3c22w2PklIoHnnzlx2iFFf8UWUvRIdrVmKIvuHH4jq399QiYOrBV9dWK7W9z5Tp2q22VGjvl5dCbT1M1C/A4F3RNq9QQKVZfZTUpKTSdaVcxhrouoP5HR7uT3BSeyiSF2ZWg6o9pRuf8eiRdw8bRrg2D+5oJnJxI3PPMOPc+cGdkcqgPoYaKHeNzUFVitbXn6Z7a+8EsDRVRw5W2nTc895tODdumgR191/v/JQ2PPBB6QuW+bz9oa8+SZnDx/mh7lzNa/xloMH03bIEPavXUvWd98pwm3w/Pk079FDcQOrHw56Dwyt6W6/L0nixlmzqB0eTvHp02VFSiWJYStXEhMf77QOvfpX5x3/hzhcqJLJRGaLFmzOyQHcs8xc3duygFoaGem8YkfmpNZ36kwzV5HW5rbbuDMpyacHqD8fvGpxVjciwm29rtvyZJX0NC7NmmImE+O3bdMUhXo1yNQvD67X15bFi/lWVbepZr16XMjPV7bVZ8oUr4LKCLrXq8oyaKQ5dnnOo1GrcHkJNlEn6hD5mUAIIt0fayUiW3rkuKFLqu+O4xxLA/aaRLLVqCb6qfbP5eRQX3UzPJ2RQcOYGKVqsycRWFVoHQNXJLOZ2ZmZyr6p+S05mU9GjgzU8PxG465dOeFID7+SGPb22wBO107r+Hiib7oJ69atZKxfr1gNBs+fT/U6dfjKQ78+NbF33kmdJk3YlZTkJMqO/fILv7z/vuYyrlZSG5AJnAFmv/kmtcPDiezblx1vvaUpCFvHx3Nwwwa39XZ95BGO7NzJ8Z9/dvtubEoKZzIz+eLhh90H5BB7rW+5xaPw0CpD0T0hgdaDBnmsHK/+fDY3VxFAaa+/zs/vvec+HMcxPH3ggNO2Otx3H3s//dTpeMQOHUqPhAR++uc/y7JUHaKl5YABnPrjD8LbtsWamsoPOpXluyck0KxLF+W417NYjP8mJYlbFiygICeHVAOVveX5rx81in1r11KUm0uLnj25eO6c/YWxdm1O/fGHrkDcsnhxWZynal1uAhno/thjXC4spFnXrgBOFsGf3n7b/ntwoGXdlZHP377PPnPeR8fLQPdx49yErSfRpCd61IJSbcELtAjzhBBEfiYQgkiv2GAgqdO8OUVHjypvP+dtNqc+ZTI27DWIStC2EIFdDOkFV98+dy63zJqlO44Cq5X969ax3lGR2yhGu8+Xh2LcBaAWE1NSiNEoCOetNo9AUFEadejAyb17vc4nmUy06N0b65YtTtNjhgwhY/16j8u2jo/nUlEROZs3K9dy065dOXaFiehGnTpx0lE3KiiQJLpPmMC548fZp1GapHHHjpz4/XdDq2reqxdxEydqCuM2t99Ot4cfJrJvX87m5vLLBx+QvWULuWlpHtfZpHNnju/Zo/u9pV8/atatS/1WrSjIyXFytbe7+26aXn89J/fv53fXvojY2xgd2rjRaZpahAOBtVgFShA99NBDPPLII9x0000VHuSVRCAE0cbZsyvVfRTZty+PbN6sWGyKCwtJ0ojxsWHv1VSo+iwXZqytms/k+KwnUAZMm0b/SZM0rSkymxctMtw6w4bdhVfDwzaNrAON5V1dZXrCy5OFCBzxCqoaI826dvWakSUQCASCMoy4Cn3B6PPbNavaK2fPnuW2224jNjaWuXPncvjw4QoN9FqlwGqt9FiaQY54iXoWCy0HDqTD0KE0cPTxUeMaWKwuUuhqRfLEd4sXMyc6mu1JSbrz9Js+nVsXLSpLaTaZuPHZZ51SnGUuYxdEFwxsWw8JbaFzEe19dqVlv35kbtnCGatV8/vu48YxOTOTsSkpTM7MZMKOHYxPTSV+6VIievQo56gFAoHg2mHt+PEU6NxjA4nPgujTTz/l8OHD/PWvf2XNmjW0bNmSP/3pT3zyySdcuuQp+kKg5lR6eqVuTy8zomX//m7T1DWJ5M/gLiaMdLu3lZbySUKCroAA6DttGpOzshibksLTWVkMnjOHoYmJSGazY8MSPZ58kvOO+kyXcBZFktnMLQsXaooorX1zFVM2PMcNqTn0/fesHjmSlyIjdYWeLDhls2+LuDh6T57MhLQ0xqem0vvpp2l8/fUGtygQCATXHvuroJZdudLuw8PDmTRpEpMmTWLXrl3885//5MEHH6ROnTqMGTOGxx9/nNhypKFeS5QnTdcIQ5Yvp3Z4OPlZWXyr6kysLux2xmrlZHo63738Mnu//BJwDq6+jN09JqfYy7im2+ul37tiKynhZEaGR9dZPYvFyW/cfdw4YuLjnYKxz5w+za4PPgDgstnM7fPmER0Xp3xfq2FDxV2FJNFx+HDqNG1K2htvYCstVYKmoSxDTjKZOO/4zlfWjB9Pzbp1adm3L/UtFuW4NoqN1d3XFnFxtIiLu+rijZr36MGRHTuqehgCgeAqofDo0UrfZoXqEOXm5vLNN9/wzTffYDabGTJkCL/99hsdO3Zk4cKFPP300/4a51VHPYuFWxYuNBw/4xVVpoDMdfff7yQoALYnJfGJRj0ZWQxdpCzV3gacABqpPp/Hnmmmzkwz0u3+188/p0ZoKFE+1EtxFUltbrpJEURacTxaIgqg34wZbF25kv/+4x/KvJcdY+771FP8WIFU+dWODJYeY8ey8/33lcyK+xITPRbtq2exMGzlyrKSBGrkathyxXIX0dRxxAg63ncfAD/MmcMxjWykSkWS6OzIjLpaBJ5AIKhaWlRBiIHPQdWXLl3iP//5D++88w7ffPMNnTt3Zvz48TzwwAPUrVsXgI8//pjHHnuMvLy8gAy6KghUHSKn9EugQUwMeRkZ7jNKEh3+/Gf2ffaZ0liyRe/eRA8YQPMbbiCyTx+vkflnrFbmeEnzVwcXnwNOA/VwFjwScNsTT9DppptYOXIk1bDXSjJCj7FjuX/VKoNzO7M9KYk1jhodi0pLkSTjodU/Ll/O5xop2PFz57Jh9my/P8i9BV/LyAHu1UNDuVRUpLg1ZVGXsWFDmdXLZOKW+fOd0mr16uSouX7MGH5ZvbriOwW0HTaM+i1bKlY3TCbO22xcstk8lmEQCAQCXxibkkJLjWze8uDXbvdqIiIiKC0tZdSoUaSmptLVURtBTXx8PPXr1/d11dckfadNc7PkfDNnDpueew6AftOmcf0ddyjfudb08YWT3tpBUFat+jJ2l5irGAK7WNrw5puEOlq3lGA8HX7Hu+8S2asXnYYN8yoWXDFVK7tcTx88SHibNoaXlWOHXOvGHPv994BYNYy4CcHdCqaeDvpWL5kWcXH2ui6ffKK5fsls5pZ587hl3jy2L1vG1qVL3Tq1SyYT/QwUzLwhIYGhb70F2K1u2Vu38t7IkZQ6jp9c2dzTdSCZzQyeNw9TtWp8M2WKxgx+6BV3hRE7bBjNOnd2q1V03QMPcHLfPo4GYZZizbCwsmKFVwCW3r2xpqa6W2MNIpnNdB4z5opsR3QlIplMVdIL0WcL0fvvv8/w4cMJCQkJ1JiCkkBZiLT47rXXWPvUUwAMe/VVBjz5pF/We8Zq5SWNwl9qZAtRKc5Vq7UectVMJmo5bjCeKldrIkncsWABN/vQC2zNo4+y3VGcz4hbSiY7LY3Pn3qK7G3bDG/LHzyVmurkIjQSY1ReNj33nNsDVY4dU7tR1RapM5mZAET26cOp9HTPNbFMJp7OynISZBkpKbzlsozWdSCLoBaqeC+toqSS2cwt8+crsW8ATbt359hPP7kN56YXX6TtHXdwJjOTQ5s2sdMh1DzRPSGBZl27Ujs8nPotW3ImM5Nzp05RnJdHyYULtL3jDupGRJCzdSunMjLIO3iQmnXr0qxzZ85kZvL9G29QevKkx2u8FMgAFqamerbcSRJD3nyTdkOHOhVCzNm6FcDJ4rvEYuGsTjav5cYbaREXx/WjRlE3IoJvZ81ytwa6ul5VotNy4400at+eBq1bU6tBA3I2b+bXDz/0/uJkNnP/559zZMcOQps1A5uN9RoW2JvnziXc8WBTxzV6xGTivo8/djpHXz3xhNuYWvTuTbOuXfkpMVGpq9Zy0CDyDh506jvXZexY7l61Srn2LxYWcmTHDkw1axIeE0P9li058O23pGhZil0qU+taZINcyN/seNk59ssv5P3xB7k//RTw8UYNHEj2//5XrmVvXbSIvhodAcpLwOoQPfLIIyxbtkxxj8kUFRXx5JNP8s9//rN8Iw5yKlMQ/W/ZMtZNngzAHcuWcbNDHFWEM1Yr3770EttUFWO1uID9TR/sLjM51V2r9o8EqDv9+CyKAEtcHDE330y1mjWJ7NmTmqGhimBQCwiAl1yCkI24pVbdey+/ahRBqwxueeEFej/6KPUtFqfYLV/EnCueRJWW+82XUv56VdO1hBVAyqJFfKkRAycBdy9dSst+/TyOw7Vmk7wNtRUU0BROcgsL9fhlMXHs55/5cd485SHZfcIEBjz3XIWLvc277joKfvtNV/AtX7GCXw8coBj4etMmXYGpdzw9sXvVKvZ98QXR/ftTz/FSo+cm9+aGVf9tZPkTe/dqih21S0MrSUAymZjsIqLV5/bXjz8ua5Hh5diorxW5IvdgRxkRLav54bQ0cjZvJrJfP8N93py24SKE1L+7gxs2OLUjGpaYSEx8vN0Cu2SJW1uRDvfeWxbqYDLR7q67kMxmmnfvTutbbiGpd2+3ZfrPmsUP8+YZt2hJEuO3b+dSURFHduzgvzNnOo3P9XjqnQfJbKbfzJlsnj/f7V7Q6+mnqVG7Nj/On6/sy43PPEPtRo00rb1jU1I4smOHUxuU60aPJurGGwEozssj5dln3ZbrP3s2g156ydh+GyRggshsNpObm0uTJk2cpp88eZJmzZpx+bKRWr9XHpUpiDYtXcp6xwU2ZOlSBjnEka/IP+KcnTv50oAlxrWXWSFlxRnBuUq1PH+LiAjO5uYq08ojityQJNr/6U/s++or5Qbba8IEticmus2qVzUaYP3s2Wzy4AbqMHQoezVSO2UBCPqFHH1h0LPPkuJygzEaY6TGX6JKD1eB4mrVUeMpHs2XfTPiAtYTThVdr6/Mv/56Tv76KxLw8L//TZjF4iT47unend937QIgLSdHs+fWfR9/bCjeDwJrUfQFPWueqyityHkyIuIDcU6NbEPrd9dBx42ttz96Y9frVjA2JYXqoaHuYkmSkCTJq4j09VhptVfSO5eu83q7PjyNxanXpaOFiV7rkYrgd0FUUFCAzWajQYMGpKen07hxY+W7kpIS1q5dyzPPPMORI0cqPvogpDIF0caXX+Yrh7lwyOLFDJo61ed16GWT6eHax0tdAPEc9jihi0A4ZRlmZwDXnuyu1awDisnEU9u2aWauGXEPDn7+eTa69EWSRSGU1VkyGjDuK57EnCtaAqQ8osobRm+kWu4ymRY9evC0lzYBgRpXIFnQpQsnHK0NXjhyhHoREU7f392tG3sd7S3222zlEggygRa/vmJ0X4LhPPmTQP/uvIkJreMuxxSWxxLs69iMnsuKXOuVInT9HVRdv359JIc6bdu2rdv3kiTx97//vXyjFThRqvKxl/oQBCi/UdaoU8dnMXSRMjEk1yKCsiBrG3bLz3nsAuE02kLBaG0iv1Bayqs9e9I7IYGILl0AyMvM5GRGBrUaNPC6uKsYUmOjrI9bIPZHMptp5EPQoFZAvNHAbV/QC/J2pUadOrrfHd6xg+y0NJ9KLPhrXAFFldVo5LflLSBejzNWq9PvVy5u2i4+vsosRUb3JSjOkx8J9O+unsXC0MRENzHhLamiMo6xL+eyvNe6r9sJNIYFUUpKCjabjUGDBvHpp5/SsGFD5bsaNWoQHR1N8+bNAzLIaw31D7DQYOmCr557jo0On7qvyHFCMrIIkrPH1G4j+YJpiN0apJW5ZbQ2kb/wFhflC+p9B439MZnKnamiZsj8+T7dUBvFxiKZTG4uGF9ElT+5WFjo8fvvXn6ZBz/+uJJGUzmor+dSb4HBDspzs68s8esrwfTgqiwaaRTQ9fVlxhvexMSVctyvlHF6wnDrjgEDBjBw4EAOHTrE3XffzYABA5R/ffr0EWLIj/yuisz/ZN48vvHQCyw7LY2FHTqUWwxdwG71USNbR0C/95dcxfoy7q0wSnWWuRLQau1xCXssVb9p03guK4vhb79d1laknOzfsIHdycluLU2y09L4bskSsl1cTvUtFu594w2XwdrYv2GD122dsVrJSEnx2D7FVzxZiAB+1ti3YMSXY6OuexXIfZPFr9O2/fwQvlIIxLXrC/UtFsJUD3nJbOa+FSv8Lkxd2/0IqgZDFqI9e/Zw3XXXYTKZyM/P55dfftGdt3Pnzn4b3LXGGauVdc88Q86GDYqgqAW8mZBA9/h4Glks/LZuHfvWr6f9kCHseO89flmzpkLb1OrhVUJZyw7XvmauCvo89kBqdRGGSnWb+RnZQuRqAypp3Jh7Fi0CoNe4cbSLj+fnNWtYq1VLxwAZ335LxrffAhAzeDD9J09mwwsvcMQRlAsQ1asXN02ZorQGadyunfNKbDbWjB/P2WPHaBQTo8yXnZbGoR9+oFX//uTu2VPmfpEkek+YQMygQcq8RtAK7pXLH+his5G5dSst+/TxS2Cw1hgqGnTsa5xO4alTyt8Lb7yRB1au5EbV/L4UCvVEfYuF+xITlSKkQEAewsGOP+OoKnKt1G7YkHyHIPN3zJ4guDAUVG0ymTh69ChNmjTBZDLZo9w1FpMkiRKDpuQrjUAHVaurMKuRg3xHLF/Ob++/T9aWLX7b5nm0BVExZZafIpfvXDPNAM1K1X7JNqsi5P1XYwPuW7SI21S1MYxU/vYXDWNiOK1VwVyNJNGie3cOGynkJ0kMX7lSecDoPTBcH0p9Hn+c8/n5/PT++1430W3MGHY7atpoPdCMPqS2JyWx5tFHlXYmw1euBNB8WKrFoKcaUL4Gy+ZZrbwYGalkHxYDNpOJOVlZNHDM7xpUXVGmOQRWjdq1mVvk+ksMPJWV5aYndv0VzOyLsNIay8tdupDrCKZfHMS1hqqSYMmI1MOvQdWHDh1SssoOqQpeCSrOGauVzC1bNMUQlNX6Wf/YY37dbod77iHVS30eibIUdLkjvJajREv0XKKsSSzAfS+/jMlkolb9+iQ/8kjQFjFTuwvVSMCnM2YQd//9ygNQfpP/RFW7pEF0NHkB+I14FUMANpsxMeSYd82jj3L22DHOZGezfeVKxYrUbfRoQhs1ok6TJmx4/nmn4N4tr79ueMy7VAUCbaWlrBk/njpNm1IzNNStFIQcGB8aHk7Lvn0BlAQBRQzJ4x4/3qkQnq20lDUTJrDrww/J2LRJWafcJiZl8WLWy3VWHA/E8NatfYrTOZ6e7vS5lmO73y9bxl0Oy6En5N854LR/Rh4gavdsZT14ApXl5jp+ve34EkelJ4Ll7RkNUPd1n9VJLBcLC/1qvdTblt761N8X5ObqHo9AYOS4BbtgkjEkiKKjozX/FlQMX1Pj/UW3MWNoN2yYV0GkFUujRalOlVZ1tlqJycTNjnpKtpKSMhERRMgB1LpSzWZj47Jl3Kd6AMrus5MZGTSKiaG+xcIHY8YoTWiDGpuNr2fPdpsWyLG/M2yY5nSfA+Ndr7fSUicxBPY2MReLi9mTnFy2mEM8PbVtm3uQOvDHt9+CzeZ2424SG+vmLpaAH15+mQGTJlHfYqHapUtEYLeObl6+HLAXn8vautW93pXjN+PpAaIeM7jfL9oPHcptL7xAvYgIj+7Egtxcfl+7lroREYZa5miJiDXjx3P54kWfW+6oRcPPycl89/LLyrlzrc8ln5uadevSsFUrt/OjjqOSBeb3S5aQvX27Mo+6V+IZq5Wfk5M1hdW2lStp1qmT4jr2JJxKLl7EFc17tyQxYOpUqtWsySZHYdCKWEbleb996SW2JSa6XS9OdeZU/TDVuPaOdBXmnsSVltBzHT+gedwiOndWlt2/YYOT297XDgWVic+FGd99910aNWrEHXfcAcCMGTNITEykY8eOfPTRR1etYPK3y6wy3S2uPJeTw5ncXOZplKBXF2e8AJzFHh8k1yNqgrtFqNfw4dSrXZttHvr8PLF2LZ2HDlU+n7Faydy6lQ/uv1/7GBgohV/eOCWt5VzrMOkhmc3My8xUrERanLFa3apqC4KLpp06UT8ykv1ff607T4NWrYgZNIhWN97I/q+/5ud//UtzvnoWCy26duX3devK7SK+5fnniezZkzM5Oexbv95NQLXo3p3DGi1MXBn07LPkZWWx68MPda+/Os2aUT0khIYtW3LD2LEc37uXw7t20W30aJp16sQnCQlOsWyu9JowgV7jx5OzYwcn9u+nTpMmNIqJoXrt2vz62WcUnzlD006d+PWzzzj266++HQgVNevV40JBgfK5edeutOjendxffsHqoc7VjZMmcb6ggB3vvGNoO1G9e1Ojbl0y/vtft+8GTJvGd4sXK5/7/vWvFJ04oXstaGIy8VxWFgW5ufz3H/9g75dfKuem0913023UKMVqmLllC0WOWLXMzZt1X066PfCAx3Os5sZJk+j+wAPk7tnjbG3FLqo7//nPFJ8+Tav+/fntiy/Y6NICCKDr6NG0uvFGDv34I7s//FCZHtG5s+JOdEK+f7u2jXFgiYsj7uGHy9XTsjwErFJ1u3btWL58OYMGDWLr1q0MHjyYV155hXXr1lGtWjX+/e9/V3jwwYi/BZGnwnaBQpIk7nPEjexITmblyJFu88gFGcEeJ1FIWXzQBeyFGbV4LSeHs7m5/Pfll9mhc7O4d+FC4l3eDLYnJSnWIslsZsi8eUTGxdEoJob9GzawRq5iqkIO9L6MPU7JF+RltXLE5AKU3ng0OZkew4eTZ7VywPG21aZvXyeRpBcTJhAIrj3CoqLIz86u6mEEJX3/+leaduyIdccOatatS/cHHvC7qy9ggqh27drs27ePqKgoZs6cSW5uLu+99x6//fYbAwcO5MSJExUefDASCAtRoK0Ine65h7a33QZgj83o00dR46sTEvhBoxWGOqD4EmAF5JrkRWhbiABievfm6TVrmOXF6vVnl8BkcJhgVS4nre8uFBby5rBhmBzjKwWqSRK19I6fnFE1eDANW7bkf8uWkfbBB0qwuGsslNoy5g3JZKLbvffy06efOp2/W6dNY/CkSYowyk5L41VPDT4FAoFA4Iarq6+iBEwQNWnShA0bNtCtWze6devG008/zV/+8hcOHDhAly5dKPRSsO1KJRBZZt56bZULhx+7vyOuQYs8q5VnNMSYqyiwYa9ILVthzgL1sGeaaXHTAw94jT+RJIl52dkeXU56vNChA8f27VM+33DfffzhIkoAxiQnO4m/PKvVTahVB0IcZl2j7jJDSBL3LligWMKcMqSwiylLXBw5qriHq4ErtcyCQCAITp5KTfWbpcjvrTtkbr31VsaPH0+3bt34448/lFii3377jZYtW5Z7wNcizR3tJvzBPcuXO1mB8qxW9qek0CQ21k18HE9P17RMXcTZQiJhr0h9TjXdk0vphw/+n70rD4/h/sPvzFYdcd/HkiBxVF2VBEHF1ShxlqCO0JC4z4gjVKtEJAhVQo66r9WiEurMVh0hG9T1cyQlsUviCEWCqOz8/tidMTs7szu72U1C532efcjuzPeY6/vO53g/21DaTOwPRVF4qM+YEnI38eGpRoMHN28afHdx7174hIXhAKuy88CoKLQYONBgu4c8GSv/6ufSLyQEe+bOFWUZEgWKwp6gIBAEgS8CA5mg6zR9JXantm0BoNDix+wBmlCWMLehBAkSJIjE/w4cKJAsOTYsJkRr1qzBvHnzoFar8euvv6JSJV1Uyfnz5zFkyBCbD/BDRg5L6M1a8GUxnIqNxVZWGuSwqCgDAbkzmzfztsW3PLNLWZAAypgYCwWgWd++uGwme23vnDm4c/YsqxOdVcXJ1ZWXwAH8JE6bl4earq6Yl54u6HIDdBlCfEHaWooCUaKE7cgQC3tmzWJS9MvL5UYkzSBdnw/mgsr16fFN+vRBxqVLViuV2wp0mRfJSiRBggRboEz16gXep8Uus/8q7OEy+0uhwFaewGYaRguMPi7G3c8PT9LSAMDANQTwu4dImQwh+syopxoNZgtUgWcHVLPHQFuI3kBnMTKFgd9+i0MLF5rZyjTcvv4aXy1dakCM+MbNnpc57J03D78vXmxUd23Ehg3YMmpUvsYrhOlKJRqaqGZPx0elHDv2LrNDb+WiU/k/dnDAm5wco3+55I/O2nucmoq3ubm4l5ysy2bRo3br1qbddCKy+kzhJXRvVx+b21CCBAkSROC9cJkBwD///IOkpCQ8fPjQoBo7QRAYPny4NU3+J+Hk4SG4ENFuiA6TJqHt8OFGi6DQhcLnHtLm5TFuqtWs1Hcu+NSZM6CzChF4p15tygrg5OaW78VVtX07VNu3Y3hMDGPZqiCXw8nNDWn6dFtSJsPQ9etFxyJVb9YMeXh3wdPH93hEhNXjNIdcM/F05fXWI2dPT7QdO9bIyiWkmPwwJcXIqsVnhbqrUuHO6dOo264dytaoYdJN12/tWlRr1Agpx44xGio0AW/s7Q11cjI+Kq6LJjsUHGxwfunMvTfQxWaZuj7aT5sGp7ZtUaxkSfy5fDn+ZtXtE4MK9erh6e3bFu0DIN/X5H8S0jGTUIh4Uwjq7BYTori4OAwdOhQ5OTkoU6aMQf0eiRBZhvJyOQZGR79LLSdJ9AwNxYP0dPyxZg0oABXq17eIJfO5hwiSRHpyMlZ06iS4Xx4M44Mo6DLOHsK0m4yLZX36oNOIEUjevJm3vIsl2DJ6NJp4eQHQEb3SVaowvy2+cwcVBSxdYkDHEN3n09CwEdb06oWWAwZgrIh6czQ5MgVzrlAu6ri5GVw7A6KijHRIaDhUqgRnT09BctaERaTLVK3KCK1xxSxzYbpki1Pbtgxxq9WihSBJI0gSnefMeUfO9PdGp5kzoQwP1wnRiQEryeB5RgZWt2lj1F//yEjkZmfj4OzZjPzDgPXrDWK/Xjx+jN/Gj+cdp8lYMILQlTrSz6Hj9OkoXa0a05dYEDIZPu3XD1f37Mlf7BlBMMdVkOxwrJSVnZ1xZt06JNjYLevi5YXSVaviIk8ZmO4hIXickoLkjRvNkjJaruPg7Nn81xJPqakqDRvi0a1bdiV8NVu0wH19KZcPEW6jR6Nuu3Z49c8/eHL7Nk6vXm12H+ZckCQc27QRLEVVWMWMLXaZNWjQAD169EBISAhKlSplr3EVOdizlhk37fxwRAT26IuG9ouIQHe9wrMYCGWQmUM2jFPOXwG4CaA+3pXxMOcyA3TWm4WJiVBt346ElSstGgcXLh07IuXPP43ms/j2bWSlpQnGHLGRplLhr7g4xP3wA/MGQAeQ8+kYVXRyYlyStkDroUPRLzTUqsw6GuZcoWJxV6XCj61bGxHm4PR0iwTS0lUqhLVujTx9lh4bBICvQkJwmGNJ4uvnXGwsr9YUAIxVKlHZ2dmInAlpePWLjMTb169R2dkZ/756BcDYpczVvRqwfr1hPTeBWLQkhQK7Bg0ycrn2joxEuUqVdK5vzjXKJlbcdtlyEo9TU0FptbiwbRvu84gv9o+MxCfe3oyiMr1fSkICCADOnTujeOnSjHYXOzatvqcnPp8xA7VatGDG8Dglhff4DVMoULpKFd75C+qmmbAiESSJht2748bBg8a/6euSCY1lrFIJZ09Pg3MCACdXrcKfERFMqZyO06czGbXsc0tbN7vOmwcABse6brt2qOPmxrTN545OXLfOIC6vUY8euPH77+/mqieWZLFiyLx8GVe5cZN6MUZeImmF5a3ZgAFo2L27YNyhx8SJSFy7VpAsl61ZE8/v32f+btKvH2o0a4aKTk549c8/SD12zMDFXrlBAzwWSL7h1kGkwS6Rw0UDLy/46AtCs+8Fvn2496UtYLe0ewcHB1y5cgX16tXL9yDfJ9i7uCsbB5ctw2/6tG2vefPQ/4cfRO97U6nECgsFH6s1bozU69eNvn8F4DaA2tAFVL+GTphRTODsPKUSNZydBeOV8g1W6QNTlpINI0fyKmi/BdCke3depeLu8+dDVq4cfg0MtF2BWk46vqUQOq/m4pT4YIoUWIJjERHYrSfufOP65++/RfVzV6UystyYKuSZ38KfpoiPELI0GsytXRulobseKADPCQKhd++ikn4xVowezfzmGRhoUvqCD0KkY5hCYeQONQVz87Pm+AntMykxEW9ycqBOTn5n9eIQlX80GgMiw74WrB2LOd0yS86tELht0XF6gDHRNqiXx7nW+X5jWx9zHj/GXh7ro+esWShTvTpD4Nhj+tjBwSCOlALw56pVOMU6xmyRWzaZFjo2bBd7HTc33vsSJInJZ88Kei3YfTzPyDBoz9xxFoqPtAXsRoj69++PwYMHw8fHJ9+DfJ9QkIRo7YABuPTrr7o/CALDo6NNukbYSFOpeEtymAPXQkQHU2v1/yehczNVENEWKZNhVVoaKsnl2Dp2LE5aWqfKCjTt3RtlK1dGlfr1UcXZGfU9PPBMoDyJOeQCaPzll7j0++8oBtMuIEvxZXAw+i5axPxNxwSZs3TZykJEwxYLx+kNG7D5m2+Mf9AThQoiHsI0LCVptiJ1lmBq9ep4/eABSAA5BIGR0dHoxOrzqyZNkPG//yEHwCUrXDF85IAC8JIgMNSCZ4AYWHP8zO0jhojx/V4Y59IesJao8Yn0WmK1ZbvSSYLAFzNmoJOFZFwIH8q5sRshio2NxcKFCzFq1Cg0bdoUxYoVM/i9d+/e1o24iKMgCBFdCiJ68GCDm0PswpemUiFh9Wqc4/HJmwNboZrOKPuX9TdNCBxgnhx8HR4Ob70atamsNnujWKlS+PflS4v3Yx8LQDdfGXQBd53HjUOjTp1Q2ckJSziuJ7GgSdGRZcuwh1WF3VxM0Il167B93Dj9oPJnccovTsXGYouJ0iTsgHixsJSk2dIaIAbBn3yCx3pL6qykJNTjvPX2++wz/E9fA+ymlbEp7AWILRiaH/IrBGuOn72OeUGfy6IGa4mHrV+U+PAhnBu7ZZmNGTMGALCQJ7WaIAjkFbEK5u8L2CyfCzpLjO8Cf6rRIHHzZpyMicGTO3dsMhYChppEbAJkLmgWACqzCvxWkMsxPCYGWwSCee0Ja8gQBWPxSQo6gvQWwGc+PvhE76Lqv3Qp9ogN7mXh98WLcTsxETdZ1dkprRZb/f1RokwZVK5bF7nZ2UZWowYdO7IGRWHv7NlwqFgR7f38RFua8guatJsiQ8C7gHhLxiImsDw/2+cX7ASSclWr2qWP1n5++KhMGcQOGsRYZwHTzwBrYc3xs9cxZ7dbUNeyJbD3mGgBV0uJh6msYluNs6Dvs8KExYRIm58MBwm8eKrRCJIhQGc+Le7gYKA8/VSjwfFVq3CUVYnZWnBJAJ1GzYe30LnXigEoJ7DNtYQEtGHFPLT380MTLy/8nZiIP9asQcqJE/kesz1AQfc2LkTbSJkM1ViZD14zZ4IgCMbKYwnYZIjpX6s1LLhLEOg2Ywa6TJmCa4cPG5EQSqvFtoAAvHz61MDS5DV7NkiZDOVr1ECzXr0EibSlD3hTpJ0PBxYvxrDISFHbvg9gEyKtHV/86nl4QMvJXiNlMlQthKybgsap2Nh3L08WhgtYAkuuf0uzO62FNcSjqouLUabjf+VasQfyJcz4+vVrlCjx3xDst6fLTKjyvAFYmQk1mjRBxrVrNumbkMnQrH9/nOKkhr8Gv+4QXe+MgHChV4Ik8WN6OioJ3NxpKhWOLl+O87t3Mzdy8379UNzBAUlbt+Z3SvkCnzgloJu3f0yMQcwIjacaDU5GR+NAPgUp7YXuc+fik65dmYe/NQ/4y/HxWNOrl0X9EiSJJenpFr2pFkXrAI1vmzbFg6tXAQA/pKQYLTq2cJnR4LokaRck3/Gx1TEr7GPPlyErVPuQHmvx0qV5rammYMn1XxAuqfxC6FqR8A52c5nl5eUhJCQE69atw4MHD3Dr1i3Uq1cP8+fPh5OTE/ykE2ERmDcic2A9JGxBhuYkJSE3JwepKhW2zZpl9Htx6KxGudCpD9PZM3RckRa6oGu+Qq+UVouUxERUEsiMcXJzw5idOzFg2TI8TE1FVWdn5uFS3MGhQIKw+UC7xoTQTK+JxEUFuRwdxozBgR9+KJJCdodCQnBIX0S4sZcXrh8+zPxGabXYMno0Xjx4gJIVKuDl06d48fAhqjdsiGZ6AhQ7bJhVVj1Kq8Wl+HiAovA8IwNO7u4o7uAguHhxF6p+oaGopHe/iql3B/Av6rSbz5J2eMGyED25dw9VnZ0N+iPfvEF56GLQrB0n/V17Pz+DRa6Jlxe2jh2LU1FROh0XfQyZQ8WKBtu18vHBF4GBOoFUM/2xcWTZMvwaFMRrmSkoovT3mTPGBacpCn8nJsKV9SwxGKseNLFp4uVlcqxcazxtZRVy7xaES0osxJ6HnCdPCnBUHxYsthAtXLgQmzZtwsKFCzFmzBhcvXoV9erVg0KhQEREBBL1qYQfGuxhIeJ7+ygI9AgORp9Fi5Cl0WBynTqCAoqvADwDUBK6oGLaWkQByCUI9PH3x2kh8kIQGMPJwhEDaywRtkIedCRPCD0DAzE0PFzw91OxsdjK0kEpiuSoSIAg0H3OHFSQy/Hg5k1Ub9gQFWrXxtrevU2KedZt0wbNevXCJ926ITc7G8VLl8bjO3eQra8JqLl0Caeio5n7qam3N0qVK4dz27YZ9G3KDWOKPM2oXRvZGg0A3YuC+1df4fLevYyqN0VRzP3xVViYYG0+djA9TWzYrld6cTcXp2UKbXx9MWrjRgD8FpEmXl64FBeH5xkZePnPP1ByRPVoy8y1w4d597WWIJla1IUs5WMUCoYQHQ4PF47bIwjd8deTum4zZsDVx8fAgvTLzJm8YQZC8hX5LRlkCUwdGwN3tf7++aRrVxQvXRqhPGKjHQIC0N7Pz8h6xu2DbWmj76XSlSqJLrhNtwUgX6TZ3qTbbllmzs7OWL9+Pbp06YIyZcrg0qVLqFevHm7cuIG2bdvi6dOn+R58UYQ9CJE1mkG2AH3zJyoUWC3gqqOVqp/jHSHiYnlSEhaYSWtfrVYLus74cHTFCvwyY4bR95Xq1UNxBwfcv3JFdFuWgC0zIAiCwGq97owQnmo0jNXL2rR/CfbHmF27GGmGS3FxKF+jBjKuXzciBh0CAtCoc2d8VKoUfurVy+A+EFvMtvvcuQz501y6hFsiypWQMlm+45QmxMXhzcuXiBkyxKqXLg8/PyT+/LMRSWUrP7t//TVqNGmCt69fw8ndHW9evsTD1FTGylihdm3cSUrCxyVKIC05GX/t28foh/ULDYWTqyvj9rqhVOIgj+Za6+HDUa9tW7x8+hS/BQdbdSxAEGjRty/+Eig87TpoELKzsvD6+XNUa9gQDhUroljx4vioeHH8ERmJnMePdc3ox+0+ZIggcRYiCvT/2W6+ZxkZOLttGzKvXsX148eZNthubgD5e3HWk8Oy1aoZWAHbjBiBc1u2CLbL53qj53bj+HEcZAtOcnThTJHmNJUKKSdPwqVDB5SrUQMHFi0y8Ar0Dwuzefas3QhRyZIlcePGDTg6OhoQov/9739wd3dHtpn6Te8r7EGI9gYHM66MggI7ruNoZCQ28AiC0XgF4Cl0bjE+QhSkUCA9KQkHTAR2dxk7Fn4WBNYK6SjNSUrC72vW4NSmTfgYhjWzqjdujAc3blhdKoR2lb0WsW2jjh3xrQX1t0y+0UqQIOGDAE2c712+jN/pcjOATSzFjbp0wQ0WWSpI+G7YgEe3byMvNxfp58/jRkKCqPmwA70bdemCz776Cs169YJi+nRcEFHK6KvwcHyhl26xBexGiFxdXTF16lQMGzbMgBB9//33OHbsGE6ePJnvwRdF2JoQFZY+T7fAQAzQu31+GjoUZ7Zv592OtphkAKgM/mCzsZGRaO3tjUmmSoWIsKpwwVWXbuPriw4TJuBbFlEioBOLnB4Xh5be3oxlJj052Si+4NMePXCVJbvPdv016toVF48dM0q1N4U+wcEYxBJXzNJokMl686vu4mIw333z5uF3G9eBkiBBgoQPFixxV1vAbkHVCxYswPDhw3Hv3j1otVrs2bMHN2/exObNmxEfH5+vQf+X8DAlxW5tV2vUCG1HjMBv8+YZSuKTJLpMmQJAt4gLkSHgXfp5NQi7kcpWqoRKcjlafPkl/uKpVwQAoCgkREej85gxoknRqI0b0WnCBKSePg3ndu3g5OaGAytWGDYLXcxPRmoqWkIX2FxBLkdDT0+4DR6Mv/WxbPXbtkUFuRw75s3DwcWLGY2lt9CVJfluwwaUmDsXpywQs/xt8WJ8XKoUqjs7I+vuXezg1uIhSYyOimLip/ouWoQ7Z88W2lueBAkSJLxX4AmmLwhYTIh69eqFXbt2ISQkBARB4Ntvv8Vnn32GuLg4dOvWzR5j/CBB+4ZtgZ4LFqCykxNe/vMPQyAAXVXybQEB0OblgZTJMHT9eoZx3xKoMgwYZpPRlhi+bY4oFGjctq0wGdJj78KF2LdokQFJMAcnNzeDTJmGHTrwbtegXTuj7yrI5QY3UpZGg/glSwz0hQgAjwBcTUzEaXbQrUjsNhHLQGm1iA0IQDMvL4YEtvzqK15C1CckBB8VK2Zk1XqfQEHnbiwB25U4kSBBgoSCBt9aZxZeXl44ceIEsrOz8fLlS5w6dQpffPGFrcdmhCVLloAgCExlVX+nKArfffcdatasiZIlS8LT0xPXOGnpubm5mDRpEipXrgwHBwf07t0bGn22SGGhglyO/mFhNmmroacnPEaORNepUw1IRHs/P4SkpWG6UomQtDSDALnzv/0mun3uIkfH3Pz5yy84Fxcnqg1Kq0WMvz8SFQpkWXHsnd3cUKlOHYPvOvj6wtlE0UAamTypswSA0iSJEhRllyw/bV4eHqSmMn83F8icazt8OL4IDETo3bvoFhgIgrTqluQHQaBumza2a48HtKXuLYwVviVIkCDBWnxcsmSB92nx07devXrI0qe5svHPP/+gXr16NhkUH1QqFaKiotCsWTOD78PCwrBixQr89NNPUKlUqF69Orp164YXL14w20ydOhV79+7Fzp07cerUKWRnZ8Pb27vQy4x4zZyJDgEBvL/R9cTY2id8MKdKSruRKsjlyNJocE2pRKpKZdJdxrUKce0WBHSmxY8BPHzwwOT42KC0WqweNAiTHR2hjI0VvR+Neq6uzP8XJiVhnD6t2Byq69VcDcYCYFpoKJp4eBgoENsSHzu8U2miS5gw55MgMDwmhrHYVZDLMSA8HEvS0zFGoTB53nsuWIA5SUnoExJivB1BYE5SEqYrlQi9excBu3fbnGR5zZqFVkOGoJKLC17hne7OawirfEuQIEGCJXjIeqEsKFj8pExLS+MlErm5ubh3755NBsVFdnY2hg4diujoaFSo8K7eOkVRWLlyJYKDg9G/f398+umn2LRpE16+fInt+gX/2bNniI2NxfLly9G1a1e0bNkSW7duxZUrV3Ds2DG7jNcS9Jw3j3fBytV/WgwZAlKmy/EiZTK08fU1+JvtBjMFZWwsJtWpg8WdOxsEJwuBtpkIpRYT0Ik3NnR1RU8LswEorRbRY8bgfHw8rimVRhajVJUKB1asQKpKJdiGGMsQjUpyOUZHRRl89xbA02vXcPnwYauz08zh1qlTBnNr7+eH0Lt3GbLCp4VDu/uGR0fzkiJSJkOH0aPh5OaGHnPmYHh0tMH1MDw6Gk5ubgwJriCXY1hUFLNNfsgfoW+/f2govgoLQ1pqqlHJl1yC4CVp3efOxXSlEnOSksyS/KIOifRJkGB/OPOEQ9gborPM9u/fDwDo27cvNm3ahHLl3lWyysvLw/Hjx3H06FHcvHnT5oP09fVFxYoVERERAU9PT7Ro0QIrV67E7du3Ub9+fVy4cAEtW7Zktu/Tpw/Kly+PTZs2ISEhAV26dMGTJ08MyFTz5s3Rt29ffP/997x95ubmIjf3XRGH58+fo3bt2nYp3XEqNpaJ9SFIEk369kXinj0AgOGrV6NN374Gis5srRsxZChLozGdCcYCIZOhjocHrp08iTzwp9uzEaSPI5qcT50MWsQxcuRInGRlmHXw9WUsQRFffQWV/rhszcsDaYHl46ZKhfnu7kzQHF1FvLS9BRStFKgEwNSrOxYRAYoVB8arDWLmeuDqI4W2bm1ABAmSxOA1a3SibG3bQrVzp4FmCV1TjW7/mlKJxTwaWh5Dh2JoaCj+Tkx8J/KmD2ynYSBgqT9GXNXhfqGhaOjpiaPLlyNZoSj4+CqCQAd/f8hbtEDpSpWQmpyMg2FhTHaiULwUPcoCp3x6XRl2dmZhonjZssh9/pz3t2KlSpktvMxO26756aeo8cknOK9QiO6/aa9euCLSnW8KDhUr2kz5Wcy8JejAFha1BWyeZda3b18AujdMX19fg9+KFSsGJycnLF++3LrRmsDOnTtx4cIFqHisBZmZmQCAatWqGXxfrVo1pKenM9t8/PHHBmSI3obenw9LliwRJEu2Bl38lF6wzu3fzxAiLUUxb/o0uH+bwy0eSXwhjPzpJ/zOCjI2Jz73PCuLscDE6kmdxaAoRI8ejYsHDyJZP28aJzdtgvuAAWjl7W0wh0d37qBa/fqiu4hftsyA3JHQkz17L7QUhZgxYwwCrMWCdqN1mTKFuTa00JERdmq/mOuBvU0FuRzDoqONAu7ZROuLwEC4DR4sSLRoNySXBJ/Ztg2yjz4y6c7kXu+Azjxe3MEBuTk5Bv2xS7wUd3DA47Q0nZqxifNGymToFxqKX2fNArRagCTRffZslKlSBTmPH+NgSAjv/l8GB0PevDkAGJE4p7Zt8UtYGD7W//0KOsFS+t5oOWAAEv76Czf0Zv7dSiWKOzgg7fx5pJ8/j5JlyqBR58548+oVYgYP5n15IGQy9FuyBHtnzzb8nSDQZcoUHF+50mifNr6+qNemDZp5e6OCXI6+ixZhz5w5gjUBJ8TF4c2rVwxZvXfpkqHAng1AkCS+v3YN6r/+wprevY3I7g83b+LPdetM9jt6506UqVLF4Fo44emJ7SZ002iQMhmGrl0LrF2LxC1bcPfCBTh+9hkad+2KtPPn8eDWLShXrTI6B8379UOPOXPwOC0NwLtrQDF1Ko6vWmXFkYDRy8Tl+Hic2bQJF3/5xeQ+TXv2RH0PD5SsUAH3Ll/GtUOHkHXnjlVD6BMSgrbDh+PvxEQ8TE3F7cREXD1w4F0dyb590WPuXFH3llUgCHhOmACHSpXw9vVr/JORgXObNwtuO2H/fjTz9rbtGETCYh2iunXrQqVSoXLlyvYaEwO1Wg1XV1ccOXIEzfUPKraF6MyZM2jXrh3u37+PGjVqMPuNGTMGarUahw4dwvbt2zFq1CgDaw8AdOvWDfXr18e6det4+y5ICxEXB1evxtbJkwEAX69cCW99qry1iAkIQALHZcQHgiCQTVEGLgFzb7xjIyPRY+xYADpLVEJ0NPbaocjpkLAwnNy8GRp9cU1uarspZGk0RhYsCjorUYkCKrHhExKCvnPm5KsNZWwsYlhlFCzJ2uODpZZGLn757jvsEXhpWJiUZJFb0xJwS1G0Hj4cSVu3GpE7oflxLW+0RcqcOu6YGjWQo3+JekmSGDR7NqpUqcJkdoot7sq2CJMyGfouWQInNzdmnNzfh65fjyZeXhYVGaXneHTFCsBMEdOnGg0OLF6sUwvmG7f+HqHHumfWLKPtCJmM14rJNxd2jbS/ExONCKLQvPiKv3IhZEXlgmuVN3X+hcRiARi9FBAkidE7d6Kyk5MRuWeDT7CV3pdLxmlsHTuWt84jPQaCJHVWX9bxMXUs+e6N/JQf4lqZAQjef3zK24RMhmEizp01sJswY0Fi37596NevH2Syd+/2eXl5IAgCJEni5s2bcHZ2tovLjAt7VrvnIn7VKmzXZ9INWbECvaZNs7gNtligmJgh4J0bSSwoAIEKBTpyUtwnFaDgZJvBg1GpTh18XLw46rm7o4SDg4H1JEujQUJUFPbylAQAgNIVKyK7gIohNv3iC/jHxlpsKQL4SR0pk2FVWppV7dkC+0JCoBCQH2gzaBAm79xpt765D3RryJ2l+0xr0gQP/vc/AMCSy5fh2LSpwe+WVLs31/dTjQapiYnIoyi4eHigkgBRMrd4WDJHmqAAugyfh6mpcG7XDuVq1DBoQ6g2mlA/5sZgybzYCzZtUXNyc+O1LpqDJcdm3cCBRlYd2hK5d/Zsi84JDXZNOzH78hEJUibDrMREZu7XDh+2+Brh64c+Lkk7dpisHQeAIcuW9MUlpF2nTzdwydsadiVEx48fx/Hjx/Hw4UNoOSzv559/tny0Anjx4gXj+qIxatQoNGrUCLNmzUKTJk1Qs2ZNTJs2DUH6k/bmzRtUrVoVS5cuRUBAAJ49e4YqVapg69at8PHxAQBkZGRALpfj4MGD8BKoYM5FQRKiuJUrsUNPgnrMm4dhAou5ENiWBEvwCuJTpykAbwgCW+/eRRXORbwrOBi/FXBJEi4+6dIFb3NzcevUqXy1w7aQia1dZQpsyw5NWrnK1mzQ2zx/9Ii37tw8pRKf8BSltDeUsbGINlF8lCBJ/JieXmhkzR6Y0bQpMvQWynWPHqEsx0puCSEyByFrYH6temyIuf6EYMtxWNqerfsWi9/mzcPvISGgOAQgP+OxdF8x5NHWx4dL3NgWTYDfCiQGBXke7UaIvv/+eyxcuBCurq6oUaOGUdbKXoHiebYC22UGAEuXLsWSJUuwYcMGuLi4ICQkBH/88Qdu3ryJMmXKAADGjRuH+Ph4bNy4ERUrVkRgYCCysrJw/vx5A+uTKRQEIaIfUL8sX46bBw4AADIBTI6JQV+RrqFbZ87gJ2uKORIEcjjuMhp8RIAC4OnrixkCsSKrfHxwTkTNmiIJvamYdqvlQTd/37AwlK9YETHsgGArQMpkGBwayihcC7m/DIgtu5I3q53CsBCJDdIvLLJmLwQ2b477ly8DACIzM1GOE7toK0JUENZAW7tf/ysoLDJW2GMoCvPOD+xWumPdunXYuHEjhg8fnq8B2gpBQUF49eoVxo8fj6dPn6J169Y4cuQIQ4YAICIiAh999BF8fHzw6tUrdOnSBRs3bhRNhgoC7AcUm4BQAEICAtDWywvVTFyIythYRI8ZY3U8zL8myBAfCAAnNm+G76JFqMwzrikKBVJVKuz94QdctEG2R0HC/+efUbFWLcz/4gtm/nlyOfrpYwyaeXnhQWoqjq5daxXp0+blYUdQEENuaBmCEmXKoIHePZKl0Rha+TjnhyBJ+K1fXygWmMyUFLPXGUGSqGZCH+t9BPvlL7+V6E2BT0iUFvq0xfnmXlt8yur/dQhZzyxNaLEHCmMMRWHeBQGLCdGbN2/g4eFhj7GIwh+cSuMEQeC7777Dd999J7hPiRIlsHr1aqxevdq+g7MS3AcU1xqjzcuDOjVVkBCdj4836b4QA77YIQrAAwDVhXaiKKwePRrfHzrE+7Ozmxtm7t+P+GXLjOp9FWXUatIEjk2bGpJBVop/JbkcleRyfOLpiVSVCrdOn0Y1Z2eULF0af/3+O+JFKJAbGWYpinGJ9Zk7F3WaNzd5vJw++wxv37zB0chIlK5UiSFSNNgPdABWu0b4UF1M2ZmiG5poNdiE6LFGgwo1a9qlH74MPlImsxnBtDfhet/BtZ4NDg1FZUdHADC6z/6LyI+rtajDYkI0evRobN++HfPnz7fHeP6T4HtAsUHKZKjNeRjS7rGja9fixokT+er/k86dofrjD12KMgdvYDp25uLhw7ilUqGBiYwi78BAtB08GA9SU/EqOxsreve2mxiiLRDk7o4xa9cafilgEXB2czPIpqrm7CyKEJmCmPirO8nJuJOcbPDdkLAw9Jo509haSGeLEAR6zpiB7lOm8D7I2IH4udnZKF66NB7pU33ZlqvMlBTUc3XFbU7/bFAUxZQu4Xt40tcvu+2ijhes4PuZbdpgfHQ0vrCDm4mWsWC/5FhiDTS3YFV3cTHKILIl4XqfkaXRIGbMGAPr7Q5WUDFBEBhtpa7Yh4AP3dVqcQzRlClTsHnzZjRr1gzNmjVDsWLFDH5fwalK/qHAXjFEWRoNLsTFYcOECbxv1VkAegYEoLFeduBRWhr+OniQST/PL1r06IGgAwewJzwcG3myCSgAzwGUhTAp8ouIQB9WfTlzUMbGWq9ZZGdQAF4CAEEYkLa8qlVxQGSZkrjwcIOHaEGikacnbnCsqHzo7O+PfvqXmsyUFKj27sURUxZUgkCHESNwassW0Za+ctWr4/mDB6AoyuDhyefe7RkYKEjUxIBL5riZhkK/icVjjQZja9c20CEiCQKh587BRU+I2TFEZ9RqI8JnKQn8Wm+R+ujjj7GZIxsiBD7rRj1XV6PjsaJPH9y5cAGAjgz5rV8vuLAVpkVAbN9821lqJTWXkcqAJLHw7Fm7yUqIgb3Oial2LY1tK0qWJLsFVXfq1Em4MYJAQkKCJc29N7AHIcpv3I816BwQAE8/P9w6fRoN2rVjbuqTCgXCebKYACAHugXAAToxOi6GLV6MziNG8MYSCSFLo8GD1FR8rBfbe5GVhVunT+O0gKBcQeGN/sMFBWBSTIxoi0D8smXYbkbX5j8HgoD3zJkmLWhfTJyIWp98goybN1G9YUO06tXLaIF7nZOD20lJ+KhECVR3dsbdy5exX5/9w0ZnfZ3AhKgow3uMpR5ubgGgf7uXkoKFnTszhIiNMTEx6OTnh36ffYaUixdRHUBVzjafdO6M/3GejX3mzsUgjjhhqkqFM9u24dWLFzihz9glP/oIq+7cQSW5HKkqFW6ePInqDRoYSEyISajo7O+Pt//+iz83bDD4ftKuXUYWwNc5Oci8dQuP0tJwdM0akxYB7jHkElD6fJWrUQP1XF15SSmbLFapWxe52dm4c/68gau9z9y56DpunAGpBIC9ixYhgdbn0Z9bALxWUu4c6OOtvnoV/1Mqxbv1CQJ95szBp127Gs1biJQJubRNfc+3HTeL2OPrr9GqTx9eks09ro/u3GFEOent6Wsq+8kTnXVab01mK+xnaTTYOmMGzvGohU9WKNCGJb3CHSNBkug9ezZKV6rEe90WBGn6IHSIihJsTYgsKadhS7QeOBBTeC7qg5GRWMejAktbTHKgI0QORlvoQJAkJkRF5duFkKXR4NCqVTioF83jGw9gffq7KfcfPVehM0LKZIhJSxNN/LI0GgQ2bIhcSa4/X2jt44Ny1arh6E8/2czVShAEhoSFGZDWLyZOhEOFCvioRAlcPXoU11mWtkaenrj2xx+CpWwWJiVh9oABKHb3rkXXpmOLFmg9cCAe/v03rv/5J+Nm5EP1Bg2QeeuW0ffVnJ3x8O+/83dsCAItvvwSlw4dMkkKaDmFpxkZuBgXB/XVq0jet49ZRJt+8QWuHj0qilh0DgiAY/PmSL906R2hKQDQVo2t06fbJhOWINDo888NQhe+mDgRxUqUwMEVK5gs0c7+/u/mS5N0gsCQpUtRonRpqH79FdcSEpjz6OLhgdSzZ5n9hyxdCo8hQ0yWSaLd5oC4F+66rVrhzvnzAtMiMObnn3Fy0yaDe4EPHkOHomzlyqjesCHqubpiQZs2pq8BzvVmb/ebRIhsDFsTIqFaUAUBPhVhcxai59BVt68IYUJhKWEwBdqCVM3ZGWl//YVzv/yCrPv3kXz0KGQASrJdWgQB96++QpIpOXzoiM5b6ALn+GQEcvW/m8JipRJNLUglH1+zJv7JyBC9vYT3F7bQqXofQHz0Eai35u6Uog2xruWihgbt25vVVmvp7Y03ubm4dvRoAY3KdrCXwr3N0+779+8vars9nFpUEvghKlPHTrh1+rTRRddYIHOQjiHSwryKtTYvDxmpqTYhRHQmF/3/Vt7eUCxeDNXRo3gL4Me7d5GiV9V1aduWMf0u4BQtZUAQeKlPXX8DXS0zEsBnffqgZt262Ldypdkq5gRJogYr8PSxRoP7KSmo6eLCO+csjUYiQ/8h/BfIEID3ngwBeC/JEABRQrMX4+MLYCT2wbfu7gZWroKG6HLh5cqVE/WRIA6V5HJ8MXFiofTdoF07o+8uHD5s9B0F4DV0lpMcvBMoNIXiDkJOtfyDTXQqyeVoM3Ag2gwcyBAnZzc3jI6OBsnRlyJlMnzasydDeCjo5vIvdC6LXjNmmCVDFIABc+YwxOdIbCz8HB0xr3Nn+Dk64khsrNE+mSkpVs1TggQJEv6r2BEUhPhlywqlb9EWog2cQDwJ+Ydb//448tNPNm2zsacnylapIugb7+Dra2QduqVS4SeOjhEdT6MFUAI6q8prmHcL/H3+vMkU/PyATYgoijJSSQeATn5+jHDixw4OeJOTg2rOzsjKyMBZnjcn9549UVkuR4PWrXHr3DnBvgkAu/UBh69zchD344+Mb57SarHG3x+feXkZWIp4K8Kz6v98SOALGpYgQYIEa7B95ky0HTy4wLPTLNYhkmA78OmB5BdfLVhgIBhIW4O4WWU0jsTGGpEhQEcASOgsKRTeuZjMYd348ZAVK2YXfRb2cXqYno5qTk68m7HdbezvKtaqhSf37umaAtDQw4Mhb/U++8wkIaL73y2gEURptYhbtQqjwsMN+hwdFcVIDNDpzc28vBh3342TJw3S3R1btkS6PnU7P6jVpAnaDR2qK75qZ/LVuHNn9J43D+4DBmAjT2C+BAkSJFiKC/Hx6DZ2bIH2KQVVi4S9dIiUsbEGQmD5gaX1jh5rNPjGRGX6VwCyobMO5UCnRSSoWs3BsqQkm1uKfujdGyp9GRBLs9oeaTQYztKReQPgX5kMO9PSUEUux+K+fXHut9/yNT6hoHJ2gLiQXgf790SFgreQK21tImUytBs2DKe2buXNxGOnc1tb6BcA2g0bBq/Jk3FiwwYcj4zk3aZRp044f+KEblwEgVLS40SCBAk2QPdp0zDCRrqGdqtlJsG2oF08KYmJuJaQgIToaFB5eYxrilZGpbd5kZWFMpUqwaVtWyTu3MnodNDWB0tMjPfNxLi8gS7O5hV0FpW+EyYgcc0aUcGjge7u6BsYiN5TptgkyPqxRgMVy+VFabVYGxBg5KYSwm+rVoEtIUpCFwR+LzUVFw8fzjcZgr69G4mJaM/R5OCzWJn6vYGHB2/phu8SExkXYCW5HD6LFhloOQHvAsxpdPLzQ4kyZXgJlimwAxud3dzw5uVLnNy0yWCbPsHB2L5kCTNOLUUhlyBQHBBtlXLt3x/Je/daZcWq5+6O2yrVB+d+FIMyVargxaNHhT2MIg+HSpWQk5Vl1b6fjxyJJ/fu4ep7mK31IaBGgwYF3qdkIRKJgqh2D+isBXuWLcOBVatAABjw3XcYumCBye1NWR9MwZSFiALwCECJpk1x78oVkADGLlyIE+HhyHvxQnRGja30iS4rlZjHI1MgJg3+sUYDP452BwXgFUlizdmzCBLKTLMSEy0QcBQCW83bnJKwOfApzNJo7OmJHjNmwKlFC6OsPS5SVSpcPHAA5atXx2fe3riXksJ7Tr4MCEDLLl2YtgDg3O7d2Dp9utG285RKVHN2ZojdOYXinQYVQaBlz54oVaGCTrCTU2pilZ4EcuUZylevjipOTvYV+tTrwlxLSMBlgVp+RvFjAEZFRmLjhAlW1/Wr3awZxsTEwNnNrdBrBLoPGICq9esjMyUFySKyi4eEheH5w4fvtHn4YMMQAlozCRC+/tj9+ixeDIcKFZgXTgAmNX/44Dl6NE78/HORq9tI6GVKCJJEpzFjUNnREf9TKq0me24DBuDjEiUsvr8ad+qEinI5Tm/ZYnbb1Wq1zWKIJB0iG6OgCBEA/LZ6NWInTwYA+K5Yga+mTbNbX1uCg3njYijo3GW5Dg54mJMDGXRus4YQFmcUAteVZC5dnQ9C5E2Ma06ITPUKDEQjNzdB/aX8YF5cHNy9vfPVRn7ILhdsgkWQJHpMn56vUhmA8Dnhcx1aIvvPN29rCSIj9GlqEQYAgtAtGqxtCJLEpJ07UdnJCW9ycrBs5Eg81S+wP165gtqffgpAr0oeFPQuyB6Af0wMAPCOOT+lXbjHjH2srhw7hqhRo4z2+Xr5ctT77DNUc3bG5cOH35XNYQf4EwS+mDABjT7/HADwOD0dO2fPZsbebtgwnN66VfD4s5Xn9y9ZorP6cUBrzNDb3k5Oxo6gIOZlhBbnu3/jBg7wZBn1DAzEweXLDbYfHBqK+m5u+NjBASd+/hkJUVEGFnO20rIQuRG6nqzRipusUODV8+eCpYlImQyDlixBfTc3pnbchfh4ZNy6hRoNGiA3O1s0yfUcPRp/xMaKIpCTFQqUrVLF6FmSpdEgavRoXGFnGetJKSmToeYnn0Bz5YpRe+xzuW/xYua4m0IHX1+M27gRgHnRyD7BwRi0aJHZeYmFRIhsjIIkRHtXrcIGfW2w4cuWYeCMGTbvgyYlvy5dios8KfeALsvsLXQV77X6T23oCJGlmitt+vdHi65dob5+HQf1isMEScI3NBTOrq4mydEtlQqquDjs4qkxJMYCJWQhWp6UhNTkZF6FblugVY8e6BcYaBHxsydsSbAA4YB8gN9yl1+rV37Gn6XRICUxEasHDzZ6cBMyGUbrlZJNjS+gSRNk/O9/AICtjx+jbKVKBu37d+gATVoacgBc1T9W+cYsuNCKtI7MUyrxiYBVNHLkSAPXJnsRYo+VHhMAwWPKHbvY439gxQps43lmDYuIQA9OzUP6vADvLJOmyDMAk5ZMU2PkXn9sYiIU28dLokgSHkOG4My2bQZfEwSBH+/eNThWdKYrO+PV3LVrpNbPc13Q1q/Lhw8blcjYHxoqut4YDXYSToUaNQyOYZi3N/46cIDZ1tQ1dTs5mSHSIAg06dwZtZs1g8eQIUYJPfS5P7pmDa6zVL7dBwzAVFsoiLMgESIboyAJ0Z6ICGzUm3eHLV0KHxsXCj0SG4s1ZgJtKegsQhSAp9DFEeUCcIJOsbo43pEimyj0EgRGLl2KKo6OAN4JRf44ejT+EiBsNMQoZK8cORIJnBgYgiTx+eDBOLF9ez4Hbwb6uX0+ZIjFlrGiiscaDb4xUXpGyHJna1JmKcxZykyNb2zTprivL6q8+cEDlK9qWLGMXdz1ponHqtCCPzg09J11QF/qQRkdna/FrTAKkKaqVPjW3d3oe0tUiG3pMmbD0uvP1PVi78rv7LFePnwYMQEBoPLyGALPtn6x52SPY2fJNWXNPW7va1YiRDZGQRKiX5Yvx+bAQADA16GhGDxrls3a5rOWcEGXsfhX//9MvCt7UUe/DQFABl1wcnGbjc56mIoluqVSYaa52joFALYf39q4KmvcjfaAkBuShqUlTgoS1pKycc2a4Z7efbDx/n1UrFHD4HexhAgQXvDZY6MA/L5qFQ7pLQW2JAb2hhhLlTkUNnkWM46CHKMlfRWVY1dUIGWZvccw8D3baBF/rNHg+pkzuHv1qlky9Arv9IdeQ0eEZPoPe7u30BGjj1H4ZQuSf/8dlxMS4NarFyrWqMGQhj937sTGfMrA26pGFf3uISTkaA5sy15+g9XzS6xqmik9s3fZsiJLiMxl/QmBfQ3kl1yzBUTZixY9Nva5JgkC/QID4Z3PmK+CxLiNG9FtwoR8vfVbe55sjUpyOSgA91JSQAEG90tBjtGSvorKsXvfIBGiIggt6+3y2dOnVrdDL3qp58+LJgUEDB/8tCUIgEHaOg3amsR2oRUG9oaFAQBvnFF+YY958Qk5msJjjcbAzUmTKqdmzdDAzc0igmMLYlVZLkfd5s1x59Il3t+TDxzALZXKbqrlhQKWMjpfwKylEFq0uOdaS1HYGxGBnlOm5LtPbj/2tDY6u7kVmMvOnnOx5YuIhKINiRAVIdA39QVW4cHY8HBUbNgQAy28AfcsW4aNrMwXa0BAR3Q+xruCqHz4FzqLUikUvqXIHqCPoAFRJEmMXbMGkePHW32M9y5fjmr16qFMpUpo7OFhkIV3/cwZZKSm4t/Xr+HWqxdeZ2cbWSUorRYz27RB2/79kbhnj6gHNh+xskTPib5G9y5fLkiGaFw/fbpACZHQonhLpcL/Tp7EJx065Gs87FIxjzQaVKlTx8TW1uN+SorRubZl4WTgw1rk7TmX/N4vEt4vSISoiIB9U7NdNDIA3wYEoIOXF6qLXLB2LVqEw/qsGUtBFz6lwbYQvYWw+4hrWXqfUb1ePTxIS2PORS4Aonx5lHzxgon5GL9+Pb7w84OsWDHBTCuzoCiDDDdXb2+Uq1IFxzl1A3f98AOadurExCAZNKHV4swvvxj8/dPo0Xj75g3ce/UCAFw/cwaALlD9+pkzVi+2YoLx2Xj++LHJ32niR48tP7IMBmPTB7H3nznTKJi+VY8eWMDKmLEEL548Yf4/uX17TIuORk/WwstXW48N9ryeZGTgfydPomaDBijh4MDM9bFGg2ePHhlpGBEkiRrOzjaxhBT0Im8rQso3dzFzyc8xKwhyKqHoQAqqFgl7BlWbCnSmY3pmKRToNnCg4EPh+pkzOLlzJ87y6H9YgjfQEQB2/4/wLl6oPHTFXrmPfgLWpeMXRUzesAGaR4+wJSgIFHTH4N/y5bHvyhVkpKaihrOzwcPwsUaDFcOG4SordfR9Q31XV9Rt1gzOrq5w79XLyMKiiouDYtEiiwQsCZJE+NmzeHDnDoB3pOexRoP9q1Zh3/LlBta1kWFhAEFgE0ubZuDcuRi+eLHJRU3o/uk5aRIOsOrE0XDt2RPf8hT6NQVu6ZdXACiSxI70dFTRj4cvqJrttt5kRl/GtUcPnD90iCF1XMtjZ19fKLdsMbKEPNZokBQXh6cZGXDr1ctqXS57BMJzCWlnX19M3bjRIpJCXy+/sbSkvPz90W30aPzv5En8zJPiH6RQoGzlyrh0/Dh+odXUWUSZTdIq1qhhQMwBMGMDYKS1JSar1RYQemEQu29RSL4oKpCyzGwMexKin2fOxD4eITIu6rZooXNT6E9Z3ZYt4VCuHK6yXGz5xSvoyA+gIwJvAPwDndVIBp1bjE6756IYWLFE73FV9xkKBcYOGoTqrLG/ABCvVpu00t1SqbBv+XKcUijey3mzUd/VFZ+0a4eM1FQkW2lR4UMjDw/c0D/kxaJk2bJ49eIFIyA4cM4cODVvzpSxeZGVZbGW1Gdffoke48ejXosWBosfd2FMiovDvZs3ceHIEWiuXzcMrAbwqacnRoWFoWKNGhjdqRNSUlMhAzBr/nxk3r6NExytGluCIEm07tPH6CWIJh3AO+tM6YoVkf3kCWo2aIDHajXv8Wo/aBD6zphhRKhMuSLp+XUcOpTZj93njzxCkY3bt8f1U6eYv0eGhTFaZAAM+jKldWUtHJs2RTqP2CANxhJLEOg7YwaOb9iAF/ryH7R1+DMvLyRs3gzNjRto1rkzipcqBQCoVrcuXmdnGx0rMQSF3qZE6dI4GhtrYOUnCAIToqPN6q0xMaOscImOQ4eier16DFm2lCzRhPvezZsop5eaoF35dHvXz5xh7kdLyVtBQCJENoa9CNEtlQqBPJodhQG29hCNl9ARIgCo4eSEF2lpDDEScp2NWrAAX+ofYjcSExHOI4ZXVEHKZBi/fTsmDRqEmqzvKQADAgMxUUQQ9GONBopFi3DISrelhEKAjUpG8MWbFQbm6S16t86ds3jf6vXr49OOHVGmcmXcPn8el44fZ36r7+qKjz76CJrr15Hz7JnBfk7NmqFM5cq4kpCQ7/EDQK1GjXDvxg2btGUr9Jw4Ec8ePtS99IjYtvYnn+D8wYNIPniQeQY2atcOVF4eHCpUQHsfHxQvVQpJ+/fjz+3bTVtgCQJj16yBe69eBi7XtMuXcebXX3H7wgWzY6pQowaeZmQwfw+cOxfNu3blJbuquDikX71q0utQtkoVnWucM26vgAA069yZ1+LG/X+J0qV5SaQtIREiG8MehMgebz/5wWvoAqRp0OU7nkIXbEZBZx0qCfPuscCYGCa+4khsLNayNFfGr1+P7KdPmbcYgiTRqnt3JB88aI9piQbthmjm5YWetWuDe5YJksQulovEHLbMm4fd+qrzEiRIkFCUUbdlSzRs0wZX//gDmuvXbdYuX+yjEJp16YIRS5bYPBlDIkQ2hq0JkTml34JGRScnpKWlGahPvwbwGLqSHeyU+/LQWYjMQaFWM+ThsUZjFH/D/e6xRoO4Vauwz0zdqfzoAgm9wQ8LCUHn4cNRWS7HI40GPgJFbwcFBmKsyFR5wDbZfhIkSJDwXwLb7WsLiF2/hTKpJdgZ91NSitQimc4iQzSyoYspYqMEdARJzMgXDxvG/L+yXI6mnp4GJlHud5XlcowKD0dsejqCFAoD3Rcar6Bz6339/fe8v5tC8549kYN32XI0Ovv6wmfOHGYcmpQUwTZ2R0TgkUYjus/+gYH4+e5dBCkUaNO/v0XjlSBBgoT/IhI2bcItlarA+5UIUSHBnNKvvcBNDSYIAq/5toOxW4zEO9dZLsyToksnTiB23jyLx1hZLkf7gQMxMToaBKm7RAmShOeoUQyZce3ThyEaQQoFPAYONGijkYfHO8JEEJgYE4McimIsX08AtPLxwbKkJKM3EbmLC9MvF9q8PNxLTWX+fqTR4KJSaZIk0fOZ++uvmLlrl2UH4z2Ax4ABGDh3bmEPQ4IECR8Q/tyxo8D7lFxmImGPGKKFvXoh2cL03/wiSKFAuSpVUNzBAQ/S0rDAx0eQ2LwCkAEdEfoYOrdZCdbvH0EXT2QKBEFg1927ouNuuGC71WLmzcNhfQovQZKYERVloANzS6XC9dOn0bhdOyb7gd73LQDv2rVRhjW3ZzIZlGlpvJlj348YgT+2bDGejz6OCACiZs/Gse3bmTgo7niE5mOulhyNjkOHWpWlRJAkKlSvjif371u8r1iUKFMGbt7e6DNtGuPvD/XxwRkbV6mWIEHCfxO9p03D6BUrbNKW5DJ7DzD4228LtD9SJkOjtm3R1NMTDdzccPnMGbNWHnasEF3fTOhvPlAUZWBRsRS0W40CcGTz5nftarVYERBgYJlp4OaGPlOnMgs02yWXpq9DxIY2Lw/pAmPjuzEoAK5ffomEnTvhU7s2jm3bxrg9Ka0Wy0aPxm+RkVAqFIIWo8pyOSZERYGUyXh/B3SEZmRYGHxDQ3ktVQTL8tWgTRvjcWq1mLFtG+bFxaGTry+6jxtnUjSwVc+eGBcZCfc+fQS34WLR8eOYuX07Gri5MVYyvxUrsCwpCY07dBDdjgQJEiTw4fMhQwq8T4kQFSIauLmhs6+vwXeOTZsyrh4KQMs+fRCkUJhVwfUYMEAXdyMAOruLjpN5pNHgl5UrBbenoIsVYveqhWH8jVjX2fljx8xsYR6alBSjTAWu+8oUnFxcjGKkSJkMjs7ORts+0mig3LrV6HsCgOrAAawzURdu5fjxWDhoEAbVqYMDsbG823zh54eYtDQsVioxMjycIUcESaJvYCBi09PRf+ZMI/JEE6XYu3exWKnEz3fvYvbu3UakiZTJUMPZGe7e3pi2cSPGr12LCdHRxiSMIDBw7lwsiI/Hl2PHYt6+fZgYE2OSrAG6mCuadB6IjcVgR0dM79wZgx0dkXL5Mpb++ScGBgfz7uvas6fJttkYFhKCnpMmid7eFEaGheFntRpBCgVadu8uer+SZcsa3Hv/wlC41CQIwux9CwADg4MFXbR2h4VxeIUN9vGsUKNGgfRZtnLlAunHXvAcPrywh2AxXHv2LJQ6iJLLTCTsKczIdfVsCQnBpuBgaAGMXbUKPpMnG6SuEySJL8aMQVVHR/ybm8tcPEIKtH4REWg3YIBBQPNFpRLTebYF3lWyfwVdYDVdvJUG21VGaxKZw7DgYNRr1gwA8KmHh8UutEcaDQbVqWNAikiZDDvT0kS3NbZDB9zUC8K9BjA9Joa3RpypY2MJxI6PLwPPkt/5ZA34BNzodoo7OCA3J8dsf6+ys5l+szQaPM3MNHhQPdJoMIjj/qNdihkpKYJqyMUdHHD99GnUcHbGm1e6sP1Tu3cbuNvYWSbscT9MS8OLrCxkP32Kf3Nzkbhnj4HIXiMPDwyYMwcHIyPx5tUrtOjWjckeZIPr3mvaqRPce/dG43btAIDX9ar85RfsXbMGADBm4UIovv+et8grBZ2yfKO2bQHA4JinJCdj8+zZzH3sGxqK/jNn8p5Dp2bNDI7TZaUShyIjjfqj4darF1RxcYK/kzIZvpo1C7JixVC+enW4e3sD0GmF0cKD2U+f4tmjR3jz+jWePXqE6vXro7qTE+7dvIn9Jl6gzEKvEl26YkWD51jb/v1xdu9e5u/PhwzBPw8f4tKxY7xJJ7TLn752b6lU+HPHDt0L3Nu3vMrkYtDIwwO1GjbE8Y0bGQHQdgMHol9gIBq4uWGht7dNBUoLCv0CA9GqRw/ee9GhQgXkiCwezharHDhnDhwqVBBdMNxS5Ke8jhCktHsbw56EiItf1qzBmokTAQABEREYPHUqAHELJzc+RUhmPjE+HnP1ta7YoMnQa/3/H0AXO/Qxaxt2wLW1JTv6TZyIDv37Q64PLtekpEDu4mKSPIx1c8PN5GTmby9fX8y2IDVzZNu2SD97FoBOcNI/JgZ+PMSBj3xZiwUKBTz1Ad+PNBpR87QG5q4NeyBy5kwoeBTWBwUGYsCUKaKvRRrcFwOxSIqPx4VDh/BZ9+7MIi8GlvY3s0cPJP/+OwAghyAwZelSNHNzMyA59D2TZOLaETpXYs6hUD05+tgCQNyqVfgtIoIhVyOWLIGLm1u+rg2+ZwtBkpi5cycepqcz8weABq1bI0WlYkqM9Jk+Hb2nTDEpt8Gd9y2VCjPbtLHo+qHbvpGYCAAG46KPw6bZs42O3eQNG9B15EjesbFxS6XC4agoHI2JMeqXJrcubm4McQfAkGKadJapVIn5ThUfj3u3biFu1SrjmEIeodD2Q4bg9M6dgs8lrt4PQZKI1cc7Ct2LTzIyGELZUe+i4jvuYYmJRi9RjzUaqOLj8TQzE+WrVbNYLX7wggWMxZg9BntYhiRCZGMUJCHavXo11k6eDAAYs2wZvuap1SMEU9aCRxoNzsTF4ezBgzhrIpibgo4waKF7uJMwDKYGDAOsDUp2WAjaBE5RFEiSxHSBwOT8Wog0Gg2+qF0b1fR/5wL4iyRxKz0dcp79p3bpgks2Utz19veH3MUFUbNmQavVmpzn+wJTpJE+LxcPHxZluXof8ECjQX9WLbNsAIRMhri0NFTTL+qjO3dGSkoK3uJdLTN7gNbrYpMe7rG1B0E29WwRQ3Js2Z9YcMdhiza59dlaenlhUkyMTecJgHec7G1p0GSMbX3jzs2SeVtzjCxJFimMZ4FEiGyMgiREO1euxPpp0wAAfmFhGGahaZLvYXQgNhbLLFDFplWrSzdoAPWtW/iI8zvXVZYfUsTF4KAg9J80yYDoCLmx2BYYU1gxcyb2L1tmVIvKw8cH05YvRxW5HInx8fh9wwY8ffgQV/WutfyIQJqCpe4+Gva0MlkCc27FCKUSLTw9C8VyZQ8kK5WY3Lkz4zrOhu7aWKdUwlVfEJWvuGt+YO5cF8axLeg+7dGfLdq01pppyZjMWRL5XN+m5mbJvK05RrxkjSAAghC0FhYUJEJkYxQkIdqxYgWi9Fahb0JDMXzWrHy1Z0p5mQ+0hSgPQJnmzXH/0iUjUsBNwQfEpeFbgoCwMAzWk8HoefOwbfFio3EQJAn/0FA0dHUVXDhuqFQY17q1oBAmQZKoUbcu7v/9tw1Hbx40aRCLA7GxWK53lxS2lcmcWzEyKQmNCiEo0l54oNGgX+3aBoSIbSECbEuIitK5liBBLPjIGoBCfykSu35zX/wlFAFoWWZHbT6KotJvmHctKJBIxxBpoQuqvnPpEqpwtiHAX+3e1lgfFITTv/2GT9u1w86wMF5LDaXVYn1QkH5gBHxmzMCAKVMYYrRr2TKTWWF0GwVNhkiZDCUcHHBRqRRl7Xmk0WAFK3ZEq5cdcPfyKjRLkal3qdc5OQU4EvujmlyOytWr40VmJgCAJEnMWb+eIUOAseiptSiK51qCBDGoLJfzkp73xTosEaIiBJrAZD95wnxnaZV4uo1b58+bJQJcUNCRIFpf6KXAdiT43Uj0frZ0MV09fRpXT58WtzFFQbFsGRTLlsHTxwcVqlXDXiuzTuwNl5YtMc7dnfm7y9dfI2DpUqMFj01queRYm5eH+OhoeI8ZI3qhtJXL7ZdVq0z+vm/tWousX+8DylSowBCin8+cQZPWrQ2Op62gSUnhPdf3UlMlQlRIKCquanMwNc73ZQ6FCcllJhL2dpkdiI3FCn9/aLVag2yB4QsX4pv58w22Fbqw2W1YCgrAG/2H/jsLuuKuNWFIckxlltkylui/iC5ff412ffrgUw8PJB0+LOp8EgSBGdHRjEvlhkqFyydPolmHDgZuK/b1QZIkxphxNQpBrAvWlm6zovAwH9akCe79738AgO23b+NCQoLB8SwhlyP17l0A+XOZPdJoMNjR0eC8WxtzJiH/4N43RdV9aWqc78sc7AUphsjGsCch4nsA0hj23XfwW7CA+ZsdW8COnylZujTGc9IlLQUdN0QjB0CVxo1x7/p1I1MiXwwRDQK6oOsS+PCJUYf+/XFq3758HXdB8KTemtr22507ceKXX3CCpa/TccAAePn6QqlQ4NjWrbxuLoIgMJDjauSCJiQlS5fGmbg4bPnhB7ND6jN+PIbOmQPAUFaBS26EyA7b2pnfDD1zhEoM4Rr+6afQXLsGAFh18iSmdexodM9m6v/dnpCQL/LGTYIIjImx+wIm5hgUBDHl68OasXGtd9aMm09rqyiSU1MkGkChEuyi8DIjESIbw56EyFTGzqeenmjQvDlePHmCzLQ0XDl1SvwiaQEo6AgQW4WaTr3nc4NRAL7s1w+n9+7lbU+sYOP7AiFXYIRSiVrOzriWmIjvBw2yy7kpSDR0dUX7fv2Q8+wZ7qWmopazMzQpKTglcJ7FgLZ4EgSBVl98gfNHj+oIPUHA/csvkfT77wxRq9O4MXqOHo2sjAzsXrGCl2gSJIkpP/2EspUqGYh8irGcEgSBr+fMQauuXZntxFrORnz6KdR6QuTRpw/O/Pab0dheACiNd9dKG29v+H77rZGljLbi1W7QACUcHIwWbQAGVjgl67riLvRXz5wBYCh4ekOlwpm4OFSqUQMevXqZJIElS5eGUqEwON5D587F6MWLme1ouY5zBw4w54q9Db0deyzs+ZhaCA3GsWuXbhwsGQ4ABi+BX8+ejVc5OSAAVK1TB6l//YVX2dk4vW8fs59b9+4G1xUN+vxWc3Q0OmZ8EHo2cxMi2Ock9a+/cPbgQbTp0QNtzehisef+KjvbItLA7lOTkiI4ToqiRM2BD0LWZrHj+2XVKua6KkzLlESIbAx7EiIhkcQCA0HgNUXhX87XXIsRFzKSRCmK4iUB1go2FkXQsVUlYTgfUibDnO3b0dTDA9X0C6sl0gYS8g/aXZj99CnWz5rFPHjHsCynE9q04bW+0uRo+5IlggHidKbjI40Gfi1b4sXjxybHI0ScnVu0wNdz5uBTDw/EsooUi4VCrUYVuRy7li1j5ik03rRr14zab9mlC/yXLGEWNXPt0GOuXreuSTLcceBAfKdQ8CYv0ETY1EIoxs3PFRy0JbjuZsCYcHLdwwRJYv6OHQyZMjWHJh4eWLBrl+gQB74i0XxE/0BMDJYHBBhc71GzZhkJM9KFqK2xEIWOHGlwHZkSwuWOcf+6dYgYP95obRDq195WJIkQ2Rj2IkTci66g0XXYMOzbutWoHhnXYiSEEQEB2KsXEuPCmniiao6OeKC/iYsC6Hpt/0I3n5IkybypvqYovNE/8OdGRaGvnx8eaTTYsngx4tatK9yBS7AZKlSrhqcPHhT2MOD0ySdI08cwWQvnFi3g3LIlDm3YYKNRAZ4+PvjDRB1FGp+0aYNmn3+O6k5OKFupEnJfvsTSb74pfKsqQWDqmjVo6OqKX1etwrHt25nyHUPnzMEvK1ci9+VLg+3pMbfr2xdnfvtNNGHrN3EiJq9ejRsqFca3bm1StuJVdjYuHD+OrSEhTH/e/v7oOXq0yX3ZmLVhA6o5OmLTwoW49McfzPfNPv8cfSdMwKceHsjKyGCsiVVr18b1pCQ8e/wY+3nKxAwOCoJDuXJ4+vAhPi5eHGnXryPt6lVk3rnDbOPm5QXVkSOC57XPuHF4mZ2NkqVL46OPP4b65k2oDh1ifmfLrdgKEiGyMexBiG6oVAaZRgWNfpMm4cqlS7j4559Gv1HQaa3UatQImhs3BElNUHg4su7ehUIgm4sA0LFXL7h9/jmi6BpOLLEuEAS66gOJm7RtiypyOWLnzcNWlim+sMAmQ4DujWvT2bPITEvDnEGDkMdRzWZr0hT2uZUgQULRROkKFZAtsobYfxVjw8MxKDDQZu1JhMjGsAchmtOrl8kSGvZEm549MWzBAviaWLSfAsglCMgoirH0cF0CpEwGry+/xCkT8yBIEvHp6SABJi4FrP8LxTfcS01FCQcHvM7JQQkHB2wND8ep3bvz5YajL3axbdCWMi2ANwSBo3fvQpOSgrE8Pnm2ajFguTq4BAkSJEjQgXYT2wJi12/SJr1JsBiPNJpCI0P9Jk3Ckvh4RC9cKLgNBZ1lhKIovIUunigXPMHVeXkmyRCg01I6tns3tABaeHqiilyOKnI5838+0L83cnNj/q3TpAly8Y7UkDIZAsLCMCgwECT57lKu7uSE8lWr8rabq/9w3wKcmjdnJAfYIKC7Sf4F8IaikJ6aito8mjMEQaC2nujR6OnnB4VajV5jx4IgpVtNggQJEsQisRDWR0mYsZCgSUkptL4/798fDzQaQSJDu4oovAtopBWsP4YhKZKRJCAi5Txi+nSsCgxkYm2sAaUP/H4LYNGWLfiMRai+mjLFyOJ0Q6XC1dOnUcvZGa9evcIsHx+GCL2FLhNudmQkGrRqBd/WrQHo4oS49c60+m2LEQQcHBzwC098EAXg0pkzaK4PsKZRRS7H9MhIDA8Oxr3UVNy6cAHHd+zAreRkq45BUQRBEAgIC7NYCFSCBAkShKC+davA+5ReWwsJchcXm0n9WwJSJkMtZ2fEmNGReQtdVlXzli0ZEqHVf89ua3poqOi+tVotQgIC8ECjsXDUOtw4fx6AjnzM8/XF6cOHmd/4LE6N3NwwYOpUtPX2xuWkJAOrEE3w0v/+G5o7dxjSx7Yesf+WAShBURjp7o4NfPFNFIW5gwahl6Mj9sXGGv1cRS5HDWdn1GvZElPWruW1GH3arp0lh6NoQJ+lMygwEAq1GvIGDQp7RBIkSPgAULsQniUSISokVJHLMSM62q6kqNf48eg7aRKz+JIyGaavXw8tgL16fQ8+0G4iAkDqxYsMCSLwLg0/D8DOxET4zZyJfv7+osekzcuDOjXV4rk80GhwkmXRorRaLBozBtdUKlH7blu+nPe3bRERBuP5F7qYoZf6f7lSBOagFRjXvthY9HJ0xNjOnTGyTRt0Hj4cpEwGQHdeAmNisPrUKUQmJWFCRAQik5KgUKsRoVQiJC4OvgsWoNuwYcw+BEmi44ABuowXK2CL6250SAgUd+8yKcJV5HJsuXkTIXFxaKLXoRELecOGaN2jB9qY0W0pKpACL4sWanLc1RLecxCEWQ0nu3QrBVWLg73S7h9pNLiWmIjnWVnMd6o//8TRHTtAAmjapg2cmzTBQR6rA6BbGPm0ROhgYIIkMSk0FE3d3Bh30i+RkQgdP15wTNyU+2zWbx9Bp0CdB2ClQgHvgQPxQKOBt4nK5wbjJQgs3rnTyLVkDkcUCswdNIi3veDoaJNuuGSlkjcImsbob79FjIl4KqtAEJinH9cDjQa9eHRANiYm4k1OjmBgOR/oYHN6H6VCgYU8x8V3wQK06dkTr3NycDM5mcnwo0mxu5eXQYC7kLAk3/XFp5ViaqwlHBx4tYA+69oVHb/6Cm29vQ3mf0OlwrjWrQstHXv4/PnYunix0bzphAIhXSp7oc+4cTj92294fP9+AfTGD4Ik0Xf8eNSsXx+ftmuHxcOGQVMILg3umAZOn84orIsp5Cyh6INPGyq/kLLMbAx71zJjY1dkJML1hGVKRAS6DxjAW9pjbHg4Og8ejHupqTh/7Bi2LVkCSqs1ShfnpoSP69oVquPHefvm7kuTIxof6z+A7sL9IToaA/38sC82FiEBAdDmmZJyfAeCJBEcFYW2Xl5Qp6SgtosLM74HGo3Rd8HDhuHQtm28CxB3flw80GjgzZHfZ/YlSQyYMEFQNiBfIAhsOncOr7KzRWWliQH32Iite8UlUnzgloWZERXFEKcSDg7I1JcBoOUR2GO6fOYMKECQ6B6IjcUK/fVBl5wxpTXCHku+QBC6ODgR7bCJHnu8pEyG0aGhCJ05EyWgcx0/B/ARSWL1zp14lJ7OEE6xWYyMaKFMhiGzZpkUh6QVhed4e+PsgQMWTN4QDd3ccFOERZWLCRER6DhggNH15FOnjknSyieoyFfqhlaf3hEaKroO4wKFwug6BCD4gkBjWmQkUi9dwoHoaNHPKktBkCS++eEHxAYH26X9Dxk+gYEmSwhZC4kQ2RgFSYh2rF2L5RMmANARouFTp4paUB5pNEjYvRvLpk83MukvUShQoXJllCxd2mSq/Su8ixOi42xy9X8T0JXj4KbdK9PSUF0u1y2MiYmY4+Mjeq5MWQc9QXr+9ClWBwUxD9KuPj7oOXw4pvXubfLhyyUXXOKwedkyrJo50yhg+pvgYGwMCbGbEi4IApOXLsVPs2cbkRZTJI4P+2JjEcIqMUEHqHMX7+nr11v9diWGOLGxedky/Mi6Dk1Z7Cxtm7190uHD7wgSQSBg6VK08PTk1Xpik43petFQ9r0zcPp0VKxW7Z0uFsfSIDTeTtWr44VeoDGHJLEwKgoD9fN8pNHgm86dkZqSAhLA9xERePb4MbaHhjLnZYxeKZpPdkKIALLJrVAZCcaKRxA6CxbPtUy3k5WRwSQaXDpxArsjIhhtMFP78Z0v9nXH7pvvuLOvS66kBvsYMOeJIHTPMB6lY1PXt1BdSK5Vk7bM81lFfRcsQN7bt8y5ExoLAAwKDMSu5cuZ3+h+SpUpw0vMBkybhiZt26K6kxMy09IYz8CLp0/xb24uXjx5gr1r1hhdB94BAWjVpQuqOzlhz48/4ti2bcxzExQleO7GLFmC6k5OAHTZt7fOn8e5gwdx9sAB5hhZpATOesFgW5tpL8eLp08RM3eu0W70fIXQddgw+C9ZYrdaZxIhsjEKkhBtX70aKyZPBgBMWr4cvtOnAxC3oPC5ZwyEEE2AT52armlGBxaX5Nlvs1KJ1noyIuTasjci4uLQQe9zFiIOXzo64pG+GnkegIlhYWju6mrSnWYLECSJUXPm4Gd9MDZ7TGIh5HajSZWlZMMW2Bwejh+Dgoy+JwgC8XfvWkT2xIA7RyGCsEChQPkqVQyOBd/xsfSY9W3cGJobNwAAO69cgfOnnxr83r9VK1y7cAHAu2r3lvTxSKPBr6tWMSSFlMnw1bRp+GrKFJPWwDWJiQyxAHREi89Nykci2OMDYNS/OXLN3T+/x5jb3rXERAC6BfW1SPcy9+WRj+zybcudL3ssWRkZRsWz2cVT6XHSVqtHGg0GccIICILArrt3RV0HfIRR6DglHT5sMAc28TZVCJd73theBmbM+pdvmlQ1aduW2V6ofT5Lc8169fjrdepfbmytTM2FRIhsjIIkRFtXrcLKqVMBABOXLcPIGTMs2n/ByJE4YGE5EK6rjI1X0BEIXgsRSUKZno7q+hvjqEKBOYVAiABgclgYvIYMESQO0/v2xU19ploegK1JSahcowZ6mjH92wKf9+6NP/fvBwCsPXYM7l26AOB3D/JBKA7KGrdbfkCP15ylcYlCgW4DB9p1LGLdhbZC/yZNcFdfOuPYo0coX7my4e88hMgaPNJosGvVKmxZvhx5nNIwllgDrSXJhUGubQ1LiaiYbS21xPIRA3sVNrXVORNDxqwZD9+9SpAk1p49a3HRWGsgdv2WdIiKINgMneL4uc0toA80Gvy+ZYvFfX7erx8O8hRxJAgCWv3DnQLwBrr6ZPTfw6dPZ8gQADTz8LBrMUZT+DEoCJcTE43M5dq8PFxOTMSLf/5hvpMB8HV3R9O2bQskeJcmQwBw4c8/4d6li6Aliw+19TIN3OKNXDFIe4I93sKQjOCiilyO6VFRRouUvRZxtlRCnp3iTwBdjNLmFSuY+46Wq2jr5YWefn4GAfGm5koLoFoKa/crSrBkDmK2faDRoFq9elhtQSKEJecqv7DVObNXO0L3akGQIUsgEaIiiDzWgs5e3MUsoOqUFNGBiWx4fPGFESGiAAwcPx6bYmNBvX4NQBdTVFz/2z8AfKdMMdinmlyO4OhoLLZFQKwV+EOgMrdQXNMVvanbFIQqmFuLmIULEb9pEx6q1cy5Yi96AHhJr1EB3gI8vg80GoNzao7wNtOb1u2Nglx02ITIXgG5AP89TMtVVNMvNO87YXmfwPfcbSHSKiudq3coyHvVWkg6REUQ7Ict/Zb4QKNhbkpAt4Au9vfHNZUKyUolHmg0eKDR4OmjR1b1uYCThk+70Bq7uyNHT4aAdwyaAFCRIHCGJY5Io6+fH+LT07FOqUTIrl1WjacoIQ8AVbaskVWkf0AAJoeHW2UtyUxP5130Vs6YAW+9XlHPOnWwOTwcDzQaHFMoeC1ZoePGGVwD9gDdvyUE7PDOnXYZCxsPNBokK5UGJWHsCZJ1nu1pIart4mJQigbQuQIL0hooQQe+525+xGX/6zBXsqmwIVmIiiC0PBaiS2fOGC2glFb7Lo6DIKx2/eQCBpXbAR3hKQ7gCqvEBIF3KfeAzkrwbUAAOnh5GbjNAJ2lqJo+84wkSausVkUFMgCZz58jKCwMn+iDC5u1bctYb7wGD8bJ+HiEjhuX776OKhTv/qAo/BgUxBu4TONkfDwjWEln6gm53cTGK7HBfju2BD/OnAmvwYNtHlhNY/OyZVg9a5Yu28WKIHWrwCJEDzQaVK9d2y7dVJPLMTcqCotYhYHnrl9vt2MpQRhC1rrLiYmoULmy0b1kzT0moehACqoWiYIIqr6mUuGvkyeRlpqKvZGRAIDeY8agXLly2LJsmV36BHRZZELvu249euDgwYMoCXFZZnywVKOoKOIRgHsyGdLS0iAXeNDti43F4jFjCiV+io1pelXuFh06oImbG66pVNi6bBmO7d6tS4tmEQj6Af4qJwd3b91Ciw4dULlGDVw+cwb/ZGUhbOJEq11z/ceOxVz9dQzwLxbsIO1X2dmiFpI18+YZlU8hZTJsSEwU3YY18HJ0RJY+S/E1gGlhYfBjZcfYKqiahiuLgB1Qq03OyZ4LcWEt8mLiJe09rgcaDXpyiC87a5d9L7HvfzGCsRIKDlKWmY1hT0L0QKPBYtQAmgAAXPVJREFUD6NH4yyP+8neIEgSL/Rijnx4AJ1ftSTrX66DaHdSEpqZCY57oNFAnZqK/yUn6yweRfSy4xPWo6BT684E8JtSCU8T5I/WYtoSHo7/WSGCZ2tUqVULj+7d4/3tM09PXDhxwq7nYvbatahWuzZ2rFyJpIQEpq9Rc+eiVr16vNYnn4kT0bl/f9R2cQFgGE8llOoPsPSHzFiM6BcPmvwJLarsBZcC8EXt2oYWUgBTwsPRqmNH/HXyJLasWQP17dsAgInz5+NTd3c8UKuRdvMmnBo2RGNXV4awATASs6THVadBA7x++dIoW3NyWBg+cXU1Guu+2FgmvosreFqydGlcT07Go4wMfN6rl8F8H2dkMMehCev+Zc/70PbtWD1rlsEYRphIkWbvyz533L64Yp4AcDIujhlnyuXLBtdGP39/jJ4/n5n32nnzsIGlH/aZpyeGz5iBDt7eBiT7enIy0m7eRMWqVVGmQgWUq1SJ6Y87zpKlS+P+nTugANSqW5c5V+O7dkX6zZuCc6bJ+MjWrY1ehkJ27bJYld8U2NduExsGJFtCLk1tW1QtZBIhsjHsRYhiFi3CuvnzbdaeRdCXl4j98UfcunzZ6Gdal+gtdL5VIQvRSoUCX1qQYv1Ao8HOVauwbcWKIulKy4XONUiXaaDlCCgAu5KS0FLEg4jvzVJC/tD9669xaPt2cRsTBA7otZDYi4hizRpBSYo2Xl5wad4cKZcv43lWlgGhbeftjRPx8XaLMShdrhyynz0TtS1BEOjr748GzZvj+dOniLREEVnAtd6qUyeMmT8f/zt/nnFFCqGdtzf8v/0We9atg+b2bVSqXh2yYsVw9exZXV1AM0tKperVkZWZKX7MzNAJjJwzB6fi45HC87wCgArVquGfhw/NW2lZx8FcVmxJBwe8yskR/B0Amri741pSkuDv3b/+Gp/36WNEjrgEh00Ua9Wti/t37uCfrCw8f/oUR3ftQipr3p0HDIDP+PGCFlf2vk8fPoRTw4bo0KuXEVHhZo9OWrqUl/TSz+2tK1bwuqrZxJzvpaQwyZJEiGwMexAiU2+79kb3oUMxKTQUFICOAgs3LcqohY4c8OkQATotIrZqr1iwrUY/6UXkhODSvDlSL19mqtIT0L2ZfTlsmFWaS0Jh0OxSJSR0c2ffIH6BgQgKDxfVz77YWIM4EAkFi/JVq6JshQq4a+Lt3hLYOttQwn8PbFfaVG9vnGKVYqlRty4y7tyxql3vkSPx5OFDnPn9d7OE1GfiRLTs0IEhS+vmzTMihG26d0cTNzd86u6Okg4OSDp+HD+HhPDWOtx49iwq16hhXB6JIBCxfz8eqNU4/uuvSE5IMKhKwLXg2pMwSYTIxrA1ISpMCwJb1fmgQoFpJoQUaVFGQJgQAbob4w+WQKOloF1NcwcPNlJK3Xj2LJq4uWH57NmIXboUFIAtCQnMjXNNpTIpEsjGG+gsXnyuP1PilDTYpUrEzuvAli24ceECEn75RdQ+EiRI+LBBCx9+KGjSujWunTtn0T6f68sxfVSsGLKfPUOSvr6mueQQayB2/ZbS7gsJ6pSUQum3y8CBDBkCgLMCRV4BHUFgW0hImLCsaLVYPnu21eOqJpej28CBCI6KAimT6fqTyRAcFcX4yh3KlkWefkwtOnRg3iKauLlhXkyM2T5eQ59Rp/8/F4S+bVPQ5uUhPTVV3KSgm9c3c+YgbPduUWOUIEHCh48PiQwBsJgMATqx2j/j4pCwZw9DhgDdWrLY379QpA0kQlRIoIP5CgwEgVFz52IpK607U6OBIjqad3NalZp2lwHG7iMu9m/bhikWFHblQ18/P8SlpWGdUom4tDTBtwRNerrRfhFxcbzbunftiulr1yKb9d1r8AgdwjwhIggCjlbqwfT188MBtRpfDhtm1f4SJEiQ8F8ApdXisgjRXFtD0iEqJFSTyzE5LMxuMUSdBwxAL19fNGjRAurUVNR2djbyy6alpAgGE76BjjT8A6Ai3gUY/wtDLSIuDu3ejcsqldmsM1OgNYy4uMQKcv3c2RlLY2IwhEWYSjo48Lb3TXAwajo7AxMmMD5wCsALgkA5ffos7S6zxH98WaXC+ZMn0apDB9HzrSaX44ctWzBxyRKcjI9HVmYm2vfsCQA4tGMHXr54AVAUfouNtWAkhQyCwKCJE7Fr9erCHokECRI+EDzLyirwPou0hWjJkiVwc3NDmTJlULVqVfTt2xc3OQGSFEXhu+++Q82aNVGyZEl4enri2rVrBtvk5uZi0qRJqFy5MhwcHNC7d29oioDS6IiZMzHKkgwRFjz79eP9npTJMC8mBmG7d6ODtzeqyeVw9fTkJRilSpcWbF8LXVZZRRgSBTGE4cLp0yK2sgz3NRoc2beP+bsEgLljxuA+6zyaUvitKZej7eefG/z2fXQ0wn/7DS+hC6Q2FTtEg6Io/Lx8OYZ5emKguztCZ8zAQHd3DGzTBpkWXFPV5HIMGDsWAd99hyZubmji5oYZK1ZgfnQ0/L/7rkjUChMDQp+pOPPHH3FArUY9TgV4CRIkSLAG5SpVKvA+izQhOnHiBCZMmICzZ8/i6NGjePv2Lb744gvksPyvYWFhWLFiBX766SeoVCpUr14d3bp1w4sXL5htpk6dir1792Lnzp04deoUsrOz4e3tbVf5fbGYsGgRJoeHGy3k5vDn/v26/fTxNgRJYlhgoEk3Excvs7N5v2e7jmjF6if67/NgnhR9XLy4ReRADM6fOQMZ628CQDGKwgWWWZVW+GXHILEVfh3r12e2JWUyDPHzQwkHB1FzYmPTypVQnThh8N3lc+fQsXZt7LaBZYeuB8dHigiCYGpqkTIZJoeF8ZLAb4KDme3sRq4IAhvPnWOut2pyORRXruAbK0m+BAkSJNCoqa8KUJB4r7LMHj16hKpVq+LEiRP4/PPPQVEUatasialTp2KWXjwsNzcX1apVw9KlSxEQEIBnz56hSpUq2LJlCwbps6nu37+P2rVr4+DBg/DSF9M0B3srVdMp6EnHjjGCYxSAT9u1wzUBi8s6pRK1nZ0FXWLmcFmlwkCe7Cy+TKvnAOhZ06rVpmBtKr4QDigUmM6TDRehUKAHRwOJPpbcYzJjxAjEb9kCAMiTyZD69i0yNRp0cnS0mR4SQRBQnDuXL5chDTrzDtA9HF7l5DD1rNjzYyuB0ySQUaFOTcWr7GxM69UrX2PpPmwYSpUujX3R0Ub9CI1956pV2LJ8uUGqrnOzZvj7yhWTui8ESWLFb7+hZOnSKOnggJFt2titkO3nffqA0mpx+sAB3TVAEOjv748O3t64m5qK+7dvF5gr0KNHD/QaORLPsrJQrlIl1HRywv20NADAXydPWjSOhi1b4uZff9ledJNHx6hF+/Zo7OaGR/fu6WruCcCzf3/8sWeP1V3XrFsXGWlpha4E33nAALh36QJQFEI5NSAZ5KOUkgQd1imVcBVZRNccPsi0+9TUVLi4uODKlSv49NNPcfv2bdSvXx8XLlxAy5Ytme369OmD8uXLY9OmTUhISECXLl3w5MkTVKhQgdmmefPm6Nu3L77//nvevnJzc5Gbm8v8/fz5c9SuXduupTtorA8Nxao5c6AFMPH777Hpu++MHgKkTIa4tLR86TWcVSrh27mz0fe09hANCsBjAFXovsGfts4HMSrWYpCp0RjrJREETty9KzoF/ssWLXD70iUAuhip72NiMMLPD0EjRuA3PVGyBQiSxA82JINiIEQCASBZqcRYnvM8LSICeW/fMhpQpEyGiUuW4OnDh9gWEQFtXh4IksSk0FBGqI3bT6ZGg7SUFJQqXRovs7Ph5OJicD7YpI6u/0a3QQvesXWo+IgWm/ARJAlQlOCiOC0iAmXLl4fqjz9QpXp11HByYsgFl1ix7yFTx4+WTlg7d67wCSAIlK5cGS8ePTK4L2jZCAC8/S/ftw93U1PRol07s8rDfASZPoZ8RJlP54s+x6XKlMHS8eMNjiNBkujn729AeicuWYJP3NyM+uGeUxp8ZVXYxxrQ1d+7fv48XuXk4MiOHcaHkiSNCPDk8HCMCAx8J88xaJDRNeDerRtUx4/rhAFlMvjOmoWNS5YIEyiCQNeBA1GpWjXsXrNGJ0xIkmjl6YnzSqXgfksUCnQbOBAPNBp416nD+2zekJiI+2lpOLxjB/7Yu5e3HafGjdG2e3d0HzIE50+cwOqgILNkr8/o0Xj25AlO7N2r25YgdIKl27aZ3I9v7ryETSyRszPhI0kScenpNtMjEm3QoN4TaLVaqlevXlT79u2Z706fPk0BoO7du2ew7ZgxY6gvvviCoiiK2rZtG/Xxxx8btdetWzfK399fsL8FCxZQ0HEBg8+zZ89sNCNhbImMpBoAVAOA+nnVKmpvTAzlShBUK4BqBVCuJEntjYnJdz8ZajXVgCCYvhoAVEOCoGoBVE39pwZAtWrQgAJA9e/Wjfm+Pmsfkx+CoBSssWao1VRiQgKVoVZbPlZO2w1JUnQ7UeHhlAtr33oAVV4moy4mJVGNSFLcXCz4NJLJLJ6jvZCpVlNuJMlcP60Ayk0mozL148tUqymVUsn8LfQdF4qYGKNj14gkDc63JWM01R/7970xMZQrZz7cOfFhb0wM5SaTMdtaeg99XqMG9Rl9DxIEMwa6Lc86dagmwLttOPdpfvvPD/iOr9B4xJx7U9gUHi76efWtr6/BOfzW19dgXK4kSW0KCzPaT+zY2duxxxMRGGjyes9Uq6kjCoXBPOh9ucfQ3Fw3hYe/u/8Igprl40NdTUoymhPdZ/CwYUbXNv1RKZWC8zQYK0FQQQMGGFyjm8LCmH3o/TeFhxscx01hYUbPilYEQS2bNo2KDQmhjigUzD3IHFeCoBYHBBi0S///iEJBHVEoDPppRRBU8NChVGxICDWua1feeW4KDxd7uYnCs2fPRK3f7w0hGj9+POXo6EipWRcjTYju379vsO3o0aMpLy8viqKECVHXrl2pgIAAwf5ev35NPXv2jPmo1eoCI0Sb1qxhFpjYiAiKoiiDi8vaBxUXfCTDBTAgRLUIgvIbNYoCQE2dNIn5Xq7fVixBSIiLo+YHBFAN9QSMu3CyiRIfaUpMSOBt96z+AWFung05C7cLQJUDqKgVK2xOhujP1x06UAlxcTY5V3zHyRLYejHOUKsFiWRBkMFMtZpaGRho8Zzys9h7NWlCNQSoxgCVcuWKQVvse4nepjEPYc8v2bA17DUeS55XV5OSqK0REQYkQcy4xI6d3u5qUpLFcxVz34iZq6XH+afgYIsJP984rDmOYp8Vls5JaHs2YRQiwPnFB0WIJk6cSMnlcur27dsG3//9998UAOrChQsG3/fu3ZsaMWIERVEUdfz4cQoA9eTJE4NtmjVrRn377beixyD2gNoCG3/8kXm4Rq9YYbd+vmzShHdBq80iRDUBaujAgRQAamDv3gbf17WQFPF95nzzDTW4fXuGKDUkCIP/hwYGMiTJWgvRtrVrefuuShDUsbg4uxEi+tNBLqcu8bwRWgq2RcYaS4wtFz8hgmoJUbUFCpJgfNm0KTO/rEePDH7LD2EXgljyay1JliAOhUVi2UShKFgU3+f+xK7fRTrLjKIoTJw4EXv27EFCQgLq1q1r8HvdunVRvXp1HD16lPnuzZs3OHHiBDz0FY1btWqFYsWKGWyTkZGBq1evMtsUNbADfG0V7Jup0eCsUslkfynj4/E3R54AgJE4ISmToULlygCAf9++NcjGMlfmQgx+/flnXDh1ivGdU6z4EIqi8POyZfCsUwdxO3fiLWecb7VanD52zGT7s0aOxPc8gY8UgOIUhXOcbDF74IFGg4Hu7hjasaPV2XeZGg2+ZVX/1mq1mDdmjMWp/kISDJbCyYywqLXilZbClnMyB4KVzceNcbmanGy0PSmTWX0cdsfGopOjI3w7d0YnR0fB7EWx23HvfwniUZDXGBsjAgMRl55uVqTWHijoORfWMeaiSBOiCRMmYOvWrdi+fTvKlCmDzMxMZGZm4tWrVwB0GT1Tp05FSEgI9u7di6tXr2LkyJEoVaoUvv76awBAuXLl4OfnhxkzZuD48eO4ePEihg0bhqZNm6Jr166FOT1BsEkQZQNpgNhly9Cxdm34du4Mzzp1sDs2FqEzZvBuW7FaNQPNoZ4DBqC8Xg+iQtWqeMPall0I1Z6gKArLZs40ymyTAZg7ahS8GjfGQYUCBxUKgwf+ZZUK+wQKvxLQaRnFLltmr2EbIfnPP9FRf/wtRVpKijE5pigEF9HisQd27izsIdgc7GDpvLw8hmRcVql4y9YEhoZaVduPj/x+GxBgRGbEkmSxpEmCMAqLUBYVovBfQZEmRJGRkXj27Bk8PT1Ro0YN5rNr1y5mm6CgIEydOhXjx4+Hq6sr7t27hyNHjqBMmTLMNhEREejbty98fHzQrl07lCpVCnFxcZDJzCWPFw5sYSGib+AVc+ciTJ8hBOjIxbzRo5F26xbvfvcfPGD+TwA48MsvyH35EoBOX6hFq1YG2w/y9cXMsDCrxmgpCIH/p924gWmDBmHaoEHoWLs2s3h8J5QSy2qDewXw5U1QAt8TJIlpPBk1JqE//pY+WIUsMqcOH8ZlloJ3QSHNTC2+ZbNmfXjWCJae07Y1axiS4dO6Ne99+qmrq1Xd8JFfvhp6YkhypkaD+WPGmCVXEoQhEcr/Doo0IaLdJ9zPyJEjmW0IgsB3332HjIwMvH79GidOnMCnHLXcEiVKYPXq1cjKysLLly8RFxeH2oVUaV4MDAgRT2qjqbeVTI0GS2fOZG7g9UuWiO63eMmS4NqjtHl5yHn+HADw4p9/cOPCBeY3AsBvW7eix5AhCAoPF92PvbErKgoda9fGNR43Bhdc6QC6RAkNuqTHS+hS9ZlCtzIZfoiKQt8RI6wSPpw3ZgwA/nMpdH6bCqRlBw4diu2RkYKLnFB7+XnrNecy02q1FhXBtSXs9Tb/z5MnzP8jFy9m7lOK5x7lc5exx3VZpcKGFSt4yayTgOI6tz0xJJmvPI+lBYrfN9ji/LOtf+asdZb2Z4/7UYJtINUyK0KgNV2eP33KfMf+P6B7W6FvUJIk4T97NspXqgSnBg2QEBcHRVSU1f2/fvXKiBCQMhkqV6sGAEhLTTV6uObl5SF+9254Dx6MnoMHY86oUThjJq6nqOM16//sgrZvoIuZWhgRgR4DBjDukMClSxFuYU26k4cOoUXp0nilV10nCAJDJ0yAJi0Nf8THM9v1+vprlCpTBoroaEFxwvSUFHw/fjy+Hz8e3wQG4ksfH0YT6MDOnQifNUunzUKSmBEaik9dXXHp3DlEzJ0LiqIMriO+umz0denk4oKHGRk4f/IkDv/6q8n5iSmCy27XGtcSH7j3By0OmqnR4MKZMwCAzzw8LO7vvkaDe3fvMnX8zFHg+atXG/TBHhcXXgMG4Ovx45njGxUaarTdjCVLUJ2l+0Qfs0bNm+OGXluLjQunT6OZmxsvacpPbJOtYe01ILQf+zgTBIGAOXPQtmtXQZ0sPnDbECKU1eVyxC5bhnC9fpAYMVru9Unfj9fOn2faIQgCP0RH213HzNbHvqDHYQ+8V8KMhQl7K1WbemAO8vfH+PnzAcCmqsp8eAUwViIKwOKffsKRU6ewc+dOkACqgX8xIEkSYVFR6OTlZSyg+J6BPgYfFS+OtyxxTgCQyWQ4m5aGmpwbN3bZMgPX5PsMrwEDMDciAhfOnMHZhASTZMwUpi1ejL4jRhg85GhikrB/P+K3bzdaSMQ8HOmiuk4NGqCkgwOzbaZGA09HRyPxw8DQUGaxoeHp7Y2OPXqgc69eoh7Cp5VKDOvcmSFEFIzvg7qNGuHOjRsAgPPPnqG0/jnBNy5LQZIkeg8fjv1bthiQvZ+XLcNtfZ9sLNmwAf31lvSGHAum14AB+FFfhJnvOLLBR4bZpNmcMCf3fLL/Pnn4MOb7+zNkXayy/e7YWMwfM4Y5n98EBsJ3yhQA4p6PgwIC0Kh5c5SvVMmIHItVrl+wdi3+vn4dWznq4QRJ4o/0dFz/6y+cOHgQHXv0QCdvb4vaBnQvFH9YIDprKbikz8ffH206dzb7ssA99jPDwjB65kxR9y3fNuz27EkEP0il6sKEPQmRMj4eY3v3hjnlz9r16kF9+7ZN+2aDgs41xA6qHh0UhEXh4boLFkAlAMXAT4posnD68GHMK6LBvmJAZ8+VqVgRL1huEplMhqXr12OIwA2bqdFg+Zw52L91a8EM9D1B1759UdPRERl37+KogGovAAyfNAnb9IrB9ALZsFkznD95EuUqVsSzJ09wZM8e3uLBX/r4IC0lBdcvXrR4fItiYgysSP9kZTGL5fW//sLvCgUoAHu3bDFZssahbFnGvRx75AjOnzyJKjVq4MLp04izVEnYBmjTqRNKly+PYzzH3KFMGeSw6j3S6Nq3L5q6uSH39WtotVqsX7KEl8h5DRiADt27877EfdauHXoNHYorKhX2bNjAfF+xalU8efjQ5JinLV6MrIcP8XHx4niTm8v8W7dhQ3Tu1QsPMzIwsHVr3mdl8zZtcEmvCm4JBgUEMGQgLSWFV73fEtSoUwcZd+8yf3/SqhX2JicLVgYQwrSQEGQ9eICcFy9Qp3591HF2xmf6zGi2tZP7N0026Ov5bmoqsh4+RN2GDfGpqyuuJidj4YQJgqrYvb7+GiOmTsXV5GTcuXkTHxcvjo+LF0czd3eM693baL9PWrbEjUuXjKyy9BjSUlKQePw41unjLWni08HLC54cpW97EUGJENkY9iJEU3x8cGj3bpu1Zy3oWJm3nO/fAnik//1j6AiRKXfBbqUSHp6eyNRooIyPx6PMTHj27ImqNWrgYmIiFFFRRdqlRkFnIdJCF1OVq89o/LhkSZy+dcvIMsSHTI0G/j174ubly3YdqwTbof+oUQaLt4T/JipUqYKnjx7ZvN02XbqglqMjfv35Z5u3zUXDZs0AgsBNHldqQSFi1y5k3L2LZbNmCVrERgcFIYYnIWelQoEvOfUp8wuJENkY9iBEEcHBWBcSYpO28gu2q4wNCsBT6OJqSgKowLMNDYIkkZSebpI0ZGo0Rm8FBQ0+dwf9/VvoiCEXxYoXx5nUVFGECCga85QgQYKE9w1uHTti6x9/2LRNset3kc4y+5CRqdEUGTLk2rEjLxkCdMShhT5rj51lxQcxMRLV5XIELl0qemzl9aKQtgItPMmdB20h4yNDAPBvbi7c69RBZHg49isU2K9Q4L6JbJDqcjl+iI4GWUSlHSRIkCChKEJ14kShSIkAEiEqNJjTcSlIDJ0wQTB1nALQqk0b5v/mcF5fBdsURs+ciaDwcCa1mCAIRgWYlMkwMywMm5VKnFCrsWDNGlFzEIvX0FnDXpMkfKdNg1unTngNXewU113IBUVRWBQUhHGDBmHcoEFwq10bE4cOZcjRfY0Gp5VKhigN9PODMi0NKxUKq1LzJUiQIOG/iAB9IHpBQyJEhQRzOi62BkGSGDt3rkH5AUBHQD5r2xZ99creXOTh3Vg/gvl0440iCYxfYCCU6enYrFTij7t38Yf+/8q0NIyeOROtPT1RXS7HZx4eRmSCjvOxhGQQBAGnpk0ZS1ieVou6TZqg28CBeAtxZI8Pe7dvZ8iRe5068OncGa0dHbFDL95WXS7HlwMHfvjWIonwSZAgwUZ48vAhlCz5kYKCRIgKCdXlciyKibF7P+OCg3WkIz0d0xYvxg9RUczCTMpkWLh+PZSHD2OvQBbMvwCy9JlWYojD2RMncFGkubO6XM4QH/b/udv8EB3NWJNo19YLAM/0cwAMrUzs/4MgMCggALvOncO1q1cN2p4VECBqnGJBxwtptVrMCggwcKnR1qLNSiV2JyVhs1KJ7mYCB0uULMn7/cywMPgFBtpu4DbAuv37JVIkQYIEm+HQL78UeJ+SMGMhYqCfHzp4eUEZH4+47dtx/uRJm/fRtmtXtPb0NOozPTUVjs7O0AJo7ejIuy8FnYXogp7gaKGzzJQy0+eCKVOwTqEQHYBsDgP9/FCsTBmMHTQIH+EdKcuhKKzbsQPVq1RhhOboebH/X10ux2mlkldUsmLlyrzia/lFXl4e0jhB2DTxo9Ha0xOXVSpcOH0ajs7OjJZLemoqPmvXDs3c3HBZpcKuqCg8un8fn7Vvj77DhzNtjJgyBZGLF2PnunWC41iyYQOePn5sV42kwWPHoqSDg1nZiA8JQoH51qD30KF4+/YtDu3ezWTk2OOalGB7lC5bFtl6qQUJtkXdhg0LvE8py0wk7C3MCOjF/YKCbLawkDIZlGlpJjUdTiuV8OHRxqAtMf9CR4LeQrcAlNZ/xCwG88LCMM5GC/E9jQbNa9dGcf3frwBQMhmupqWhlgjidV+jgRtHMJLOitu4Zg3WhIbaZJw0SJkM53gEHO2BTI0G6ampOHPsGKKWLNHpgeitf7QeyEGFAtMGDRJsg60BxAZbM+RiYiKmDRpkuFATBBTnzuHunTsIGjIkf6KhBIGWbdviol5TxRao6eSE+2lporcvU64cXjx7xjM0Alq9FhedjVjMivFwiQ4t5EeLFtIk/uThw/g2IABakcWdCZJEYGgo1H//jZ3r1xv9Tspk0OblgSBJjJo+nREy3LxqFWKXLy8QMuvUsCHSbt4UvT1BkvAZMwY1HR1xTqnEmaNHLe+UINCtXz8c27dPl/RBEDo9t7//trwtDujn65ljxzBn1Kh8tyfBECfUapvpEYldvyULURGCX2Ageg4ejFWLFkGxfj1keEc8OvboAedPPsGGiAjBh2T3gQNxZM8eaPPymAXR3AV1WaDeF4F32Vh0b7R/NRdAcZgnRYuCggCCwDgbuHdqyeWoW7cu7t+5A0BXqf6rYcNEkSFANxd63IBuXs8oCloAHb/4AmtCQ1GlWjUM9ffHyh9+yPd4P+/WrUDIEAADl+OQsWMNLGM0PvPwAEmSxoRHv5COnjkTDZs3f7cIE4ROIX3ePKadLwcORPbz58w2pEwG72HD4N2mDbRaLYoBKKFf8AmSRMDs2WjUogX+ycrSiRNu3w5Kr4wLgtApFMtkmLFkCZq6uTFjztRooIiOxpqFC83OnSBJfNKyJa6dP2/wPa1ezCYaJR0ccE9Pjlq2bYuHGRmI37EDjzIzUaV6dXgPGYJmbm7I1GiwaMoUHNu7V6ekLZNhemgogmfORAnorqVsAFVhfA/QZVBkxYph7cKFBuSHVs1eNns27z3KtiByLbkHdu58p7ZNEJi5dCm8hwzBRX0SQ8u2bZl96zg7vysDQZL4ISrKoC32dREUHo4RU6YgPTUVV5OTmbERJIl23brhzLFjBs8bUiaD/6xZePzwIX4R6fJfqVCgZdu2okQP6euRfT0AwNg5cwzO468//yxoGSVIkrm26JcCNtmsLpfD39sbJw4cYPbh6g9VqVkTjzMy3p0/goDXV1/h6N69RueupoCFPb+g5wGCgJOLi2BBbnPoPXQoqtSogQ0rVlj9wrJSoUCJkiXx56FDaOrqipIODkjYvx/7t20zINODAgJQpnx5xFiQScwFLe5YKGU8KAmi8OzZMwoA9ezZM7v3tSkqiqoJUHKA8u/Xj7qUlMT8lqFWUz+vWEE1AIw+Z5VKKkOtZv41h3tqNVUT4P3UAKgyAFXsXbF3igCo0vrvK+q3Edqf/TkSF0edSkig7unHdE+tNvjb3BhPJSRQF5KSjNqtLZOJaoOiKOrbwECD8VbXz0mpVFLzp0wRNQ9LP9/07St6fGJxT62mftu1i/pt1y6L21bExFCNZDKqAUA1JEkqNDDQ6DoRc/3Q2/yVlETJSdJgzrUAas7Ysbz7s9s210+GWk01Ikne67yRTEZFh4VRZ5VK6lJSktF2DUlS1PVvDtwxflKtGjPP8iRJTfP1ZfpuSBBGx5N9vBvJZJQiJoa3XWvHY6ttTe1H/30pKcmoveiwMKNz05AgmGPCnjPdltA5bQBQ302YYNF4M9RqamlgoNExFjv3S0lJ1IaICOb5mhAXR303YQKVEBfHtH9QoaAOKhRGx4PdNt+8GpIkdVChoA7s2sU71w0REVSGWs2MYUVwsNl5XEpKolYtWECFzZpFNSQIweModC+w21sRHCy6jUYymcn7lHuMKEp37TdkHRPfrl2p7ZGRTN/s9qf4+FCXkpKsvmbFQOz6LREikShIQrRh3Trmwbtu5Uqj3/luQFMXrRAWBgYKLuZV9ASIJEmGEAGgSrBIUTkLCYKcJKkpvr7MIionSWo764HJxfaYGGbbWgTB2+ZppdLsPO+p1UYLdw2AKkaSVHJSkmDbtvqYmqMl2B4TYzDWWgRhcdu2fOicSkgQPM+2IIJcQkGTIPbYExMSBF8ObA2PRo2YOV69dImiKPPH054P+aKAmPBwIwJkas6KmBiqgcBCzH7xswRF4RibIr9in9WWzIPdXwOC4CU3DUnSgJAK9cf3UsEeq6k2TMHUfAr6nEmEyMYoSEIUu2YN8+CNjIjg3UboBhSLe2q1SSJQA6AqlCxJxcXF8VqI6E/FfJIF9uLJtgb9tmsXL4nh/n1exENUaOEODgwU/M2Wn1oEYZVFR8z5kltgJbM1TF1DYoiqGFhjSbLm5UAM2jVuzMzvYWamzdt/X2Hp4pahVlPfeHkZnLMgX1/7DrIAIHQc8vusFtMfm9zwWWzMQczLx/sMseu3FENUBMH28wr5fLkxBpb6W5PPnDGZxUIAwKtXePXyJfMdCeOYiXyE0Or212ox7Msv4dGpEzauWWNS7ZovZmnlwoUIjYw0Ga9TqnRpXUo4Z74dO3ZEXRcX3t9sCYqiMG7QIBAEgeClS60KNL+TksJ7vrQ82WwFhROHD/OOSSaTwUmf6ZdfcDPz+H5fGBVlENckJnbOGrA1vPIVPP6Bwdw54ts+9tAhJsOSzqh83yF0HPL7rBbbH/1/a46lvcb4vkEiREUQBoTIRJaJpQ8iGjtiYxEoshq9jCCYYFw6yJpNTPi+sxQ3r17FTY5GEB+4/RAAjsfHwy0+HpPnzkX7rl1R18XFgByYmuvIXr1QvmJFs2TIVinWlF7pmg40v6/R4E5KitGY+VDXxUUwFfvxw4e4r9EUKCm6r9EgyN+f97fu/foV6FgK6mHOvgbyRGZ/5QeWXB/vI5q5ub03RCi/58LaZ3VB4n0Yo70hCTMWQYixEJkDt4wEjYsqlSgyRGeXOTo5YaE+24eCLg2fux33O3vBFCn5MSQEPp07w71OHcybNAmTRozAolmzzM71H73opLl+uTSkzeefIz4piRGMtASLZs5E5LJlaO3oyIw5Mjzc5D415XJMnT+f97dxgwYZqGNbA6HrRQh3UlIEr80Dv/yCWWPHim7LEgiNU0jY05ZgK6OLqduXH+yIjWWuj/yeW3vB0mvmfcX7cC4k2AaShagIgr3Q5Fnx4N0RG4sgf39o9SnOtJtmR2wsZo4ZY3Z/WoOIAvAyJwdPWKSB7734DXSaLEVBp5iiKGz46af8NcJxoVEAcqDTnhnl6wu/CRPQUv9mGxYVhVkBARZbDBax3Ga05ejapUuYq9dDot9G2f8//Ntvgu1ptVrMHDMGpEyGkqVKAQBcPTxQUy7HRZUKSSdPwr1DB1SrUcPoTZd9vZAkibCoKAzR6xdxQbelNqPts3X9emyPjjbZFqBbVJP1ukP0eIVgyTi5fVj7ds/el02I7mk0qFWnjkVtiR0fbX2jnwO08nlHL68iYyninou5oaFo5upapKxZ9HGlBU+tPf9F/VxIsB0kYUaRKAhhRhprli1DiH7BnL5oEWYEB4vaj15cJvAI5Hn7+CBeoTC5P20Veq3/PwWg18CB2PnLL4yrhgDgAGPyUww6baAPAV79+uHQ3r2MZYgWqHxNkridng4550F4X6NBml4fxdvdvRBGLIx6Li64zS4krCd7NKHo6OWF1o6OBtcLSZJYs2OHEUHx9/HBgd27LepfJpPhrF6gkr1Aqe/cwemEBGyLinp3bREEwqOjeUnOfY3GaJzstoVgjkSZIkvcfUuVK4fsp08BAC8JAquiozHCRFv3NRocjYvD3zdvon7DhujWq5fZPsKiolCnXj1esdQFK1bArX17qxd3S2DquPCdCxqWENX8jAkA7/jobS4lJ2PJ7NkGY2S/HPK1xUechIRrdyuV8GBVADA11oIgTh+6ezW/ELt+S4RIJAqKEN3XaPDDrFnYv307AMBv+nQsXL7c6G2H/S+zuERH58uU/xY6BWg2XsPQJSZEiOjfRgwbhr16Ab73FRvi4jCod29AL9xIk8PvwsIww0xAdGR4uC5O6D3BYD8/7BRyARAE5ukXkKXBwfgxJMSqPmaHhODaX38hbvduUcHr3y5fDgAoX7Ei/nnyBO4dOkB95w7G8Shtm1qY7ms0cHd0NLgWCYJA3LlzeJmdjcvnzyNk1ixeKwcAo0WfHUuWDV183YTJk+HcsCFe5uQwbQFAlx49cPzgQaMxLYuJwRA/P5MvL+OCgrB+2TKT7nI2eTRFvPisJAA/AaDHdDohAVujophzxVWcFyIJNGiiKtQPG3wLOduiSVtiI5ctw+JZsxhhTy6J7ujlhVWLFhkQbCG0bN0aF8+dE31suQr3JEniXHq6AcnnWlzZrnr6nJsDH6EWQ3KstZzaEvS18zQrCxUqVeK19oohtPaCRIhsDHsSoosqFfZu24a/VCqc5ylb0HPAAPy+Z49dM1vYlhD2dy9hmEn2EQD+kqM6ONWrh0MnTiAtNRW7N2+GYsMG2w/WzvguIgLFy5TBRNZDrVyFCjh7+bIoZeyJw4YJFst9H9HG0xNn//ijsIfBi+Zubhg0ahSaubricnIyHmZkoE69evjnyRP8efQo/jh0yKp2P2neHP+7dEnw9zzwZ12KQS8fH8Tv3p3vWmUEQWDS3Ln4cfFio9/mhYWhfMWKBu4e9n7svkmSxFfDh2P35s2ChHVeeDijOH9RpUKv1q1Njt+9fXuoTp822maYvz8Gjx6Nl9nZOHX8OFYvWcIQ1jYdO+K+Wo27t28z23f84gs0d3PjnaO9sWLDBsgdHTF5+HBk3rvHfE9bmtL+/htbWWVSJs+di8bNm/MS9+HjxsHD05MhCjQ5eJmTg7+SknDj6lUc3rdPp4yuPx+/bN7MHL9h/v6YMn++kTWMj1QLWXjZMEe2+Egpd19NejouJiUh9/Vro+c819rLJm307xTHUm1PgiQRIhvDXoRo6siR2L1pk83ayw/oWBn6guCzGJkjRACgiItDd29vALo3O/ab8/uA+KQktHRzQzMXF6SlpjLfkySJH6OiDNwkfLiv0cC9Th2pOOcHDFsWd31f0MLNDfc1GjzMyCjsobzXcG7cGH/fuGHV8+GzNm3QrVcvPMzMxIbVq0Vt/3m3bsh6/BiVKldG1uPH+CcrC3Gs8IlhAQH4pHlzxrLz3fTpBq5xp/r1MXnePPzz5AnUaWmi+gUAEARC1qzBs6dPsdRM2AdNkPIjTWIKEiGyMexBiC6qVEUu5uQl3gVO00VdSZIEpRPxNOkyozHE1xfrN25k/qZjbJycnXHi8GHet1ZLkN/FyNT+PQcORJT+YfFpvXq4q6+dRkPGKih7T6PB3ykpqO/iYmQ52hEbiyALinNKkCBBggQd2BZJW0Ds+i2l3Rcikk6eLOwhGIDCO/cY/X+ZTIaoqChER0cz39MZaELYsWkTNrPiUmrK5fDw9ERNuRxD/PxwLj0du5VKqNRqLIuJsSh1ne7fWpga/6hJkxgyBAC5ucY95eXl4XZqKjbHxqKJoyO8O3dGE0dHg/kC0M0zLY2ZZ8+BA/MxagkSJEj472CRPvC9oCFZiETCHhaiaaNGQcGypBQGaGsJXwxR3yFDEBIWBrlcDo1Gg9qs4EICwEckibo1ayKD58IlSRLX0tNFxdywLUgAmIytK+fP42FmJrr07IlqNWpggp8fEo4cYYKcy1qhMJ0DHdErBl3le9pSNC8sDL2HDDGw+DSsUwcZarXB/jKZDMcSE9FFX+HdkvleVKmwLSoKO0RWCZcgQYKE/ypmhYRg8pw5NmlL7Pot6RAVEu5rNIVOhtp4euL4H3+AwDvFaRoUgLbt2zMp5ins1G397/9qtagll/MSIq1Wi0Px8fAbO9bsOGrK5QaBdPT/2cF8Go0GB48eRXH93y8B5BIEotauRaVKlSB3ckJvDkkxAEGgZfv2+FNvlfsXOnfgRySJo2fP4urly/hEH/dDEAQWLl0KkjB0rJEkiVXr1yP9zh2jfrRaLcIWLcKqdesE59nSzQ0vs7NtQoi666UBJEiQIOFDxN83bxZ4n5LLrJBwh0MwChIESWJeWBh+VSrR3tMTeTB2Ib0BUL1GDeZvF44wHaC7eJLPnhXsZ9q4cRg7cqRNxpzCqeVFQEfInBo1Qq+BA9HSzQ1hUVGQyWQAdJaceWFhWKdQYJ1CAdXdu2jQvLnh+GUyRERFoVqNGpg0ZgzTPkVRmB8UhKccFWuKonDs0CGM5MkiAYAN69fj6/79sUehwD0Bc29dFxer1K3ZkMlk+OHHHzEvPDzfbeUX9PEt7HFIkCDhw4L3gAEF3qdkISok0Auj3bOvCALD/P3RvksXyJ2c8ConB07OzowVxsvbG3/ypFQTAIoXL270PRukCJfV9k2b0HfAAJRycOANPhaL0qVL837v4ODA/H+Inx86enkx7jdu+ua/b94w/y9esiT+unULteRy7FEoeDM+XmZnG/xNURT2/fKLyXHG792L+L17QRAEVnOE+wCd9Yutbi2TyTBnyRLInZwYDY9Wbdvi5LFjOPzbb/Dq0wfavDyD7ZeuX4+acjnGBQaiz+DBSEtNRU52NjPv169eYfzgwXa/tmQyGVq1bYuacjmynz8XHSzv3r49WrVrh0sqFc4kJNh1jBIkSHj/UK9BA3TTZyoXJCRCVEigF8b8ZlyRJImJs2fjp9BQo3ZCIiPRzdvbpK5D4unTvN8XA5DG0gPhWmgAII+iRFWK9+nVCwAESYIYZHPICY2cnByDv7nuNzbYhIh9rG6zUuttBYqiMHH0aFStVo2RIKBhjrgBwKCRIzGIZV0T2l5ovtnPn1tcUsStfXtMmDULr1/pxBZe5uRgxjffCFa0p4nZPY0GterVQ+xvv+GbPn0ERTk7enlhWUyMgWigkOIxF0NGj4ZjvXrIzc1Fc1dXOJQuzagRF0ShVTbYcXeTg4PRpHlzPM3KAgD879IlbIuOhpZFdvmEOvsMGYKadeqgRIkSaO7qitevXuHI/v3Ys3VrvsZGEASCFi/GuT//tFqDyRI0adkS1y5eFPzdvX17dOrRA+UrVGC+e/b0Ka5fuYKHmZkoU7YsSpYqhX///RcHzbxsmELrzz/HuT//5P2NJEn4jh+Py+fP43xiomAbBEFg+c8/I2blSpMaVBLsj6BFiwqnY0qCKDx79owCQD179sym7d5Tq6mFgYGUXCajagJULYKgagIGn4WBgdTa8HCqtn6b2jIZtTYsjDqtVFL31GqKoihqe0yMwe/bY2LM9q1Rq6kygODnI4CK0bejVqspkiTpeGYKACWTyaiV4eEm2+D7JCclWXyc1Go19TFBGIxNJpNRav38xaC3l5fBOMqRJLUpJoYa6O1t8Rws+QT4+lo8X1vgnlpNnVYqDa4doc+YAQN422BfV3KSpELnzjW47jbFxFDlSJIqA1BlCYL6ZsAAg+swdO5cKioigrogcM651+3asDCje6AWQTD9Cc1x49q1Juf3Tb9+1IWkJGbsF5KSqPAFC6iNkZHUhaQkar9CQe1XKKh7ajXTZmhwMCUnSd0YSJKqWaIEVQGgygFUCYKgloeFmRwT+96sxWrH1L25Njyc6VNOklRQQADzN/2RkyQ1cdgwo++59z39bDE6npz9TH1mjR3L7C/Xj51vfqaeTWJwT63mffbR4/Vs0kRwjLVlMupCUpLx/gTBnFO6D+4xEzp2R+LiRB8jow/reAVPnGg0rtoyGTWwc2fB/ft37MisB+Y+cv3cN0VGUjNGj7Z+zEXoY+p+txZi12+JEImEvQgRDfZDZt2PP1IVAKoCQK1ZuZJ3G3NtiMGvu3aZJURs0hETE8OQIYIgGLK0aP58i0nCSoHFxBSaubgw+5cGqNEWEI0AX1/ecdCLub0/0WvXUhob3+SWgL42uKTAFFnh7su9rjRqNe/x+yE42KLrkG+BZZMCMeTe1GJXE6BOK5WixmJqbC0aN2bmePXKFavbsXRboZcdvnMq1B4f4WOTr1oEwbtws7c3NXZLnz186N2unUH/YwYMMGiTvl5Dg4N5j8f2mBiGSMgFXgotIW/s9tjHZG1YGHM82S8bcpKk1oaFiT5/7PuPuw8fKecjitw58o3ZFPFgE16hz6bISCp8wQIdCWfNdcLQobzXDN8zJnjSJCOiH/7tt7z9LQwMtPoaEoJEiGwMexMiNrZv2cI8eLds3GiXPjRqNTX+m28EF/DSAEXoyY9Sv5gIEaLkpCSrSELf7t15SYJGraZOJCQY/KZRq6kyLAsRbZH4PS6Od3s2rB2frT+0RcoW587UfAsKwYGBgvPM79isWWDZRIpvYc8vPmvShJnj48eP892eObDPsy0IBx/Y7VpjZbblOIQImblxi/ne0m2425oinfYmjOx9ueRWaPv9CoXRvVCLIBhCwyXW+xUKalNkJK/Vkd2PWLIn5hjwvcTISdLm1zhFSYTI5ihIQrR10ybmwbv5559t3v6mmBiTC3dpgCqGd24xtVot6DKjrUedWre2mij06tKFCpoyhfo9Lo6aHBBAldUTn3IkSX0/dy61evlyKnrtWuE2WNvzEQ5rLFj2+pQlCKtchjRWhodTZfVWGVsRLGugUauZ88T3+dNKi0x+wXVB23Jhb9W0KTO/hw8e2KRNIbBdkQV5nu1FvMzhVEKCTS17EvjJirnzaw0pzs81U1AkXCJENkZBEqLNGzYwD96NsbE2bXsrq22hD02GSJJkrEAJCQkGZIj+0NYjc+63gvqUl8mMrBND+vUr9HFxP9YscCvDwkTNtyBwIiHBonNQ0LDHwu7arBkzx4z7923WLhd8rsiicEztCT5rga0se1xYY2EtKlZZS2HNfVDQpLgg+hO7fkviIUUQFCurRyhjxxp0adsW40aNMrnNgpAQEB9/DAA4c+YM/PQZYS4C+jlr164FALT28DDSKSoM5OXlYWN0NKMFtCo8HPFFUMBw0pgxRlpF9zQa7FEoEBMZaaRldE+jwbezZhm1Q5cSKWjU59GlovGVgE4ToJvHn0ol7mk0Bv+3NdjlYmwFtlCnPSUN/k5JMWq/sM5zQYHOumXriNFZjLaEuZI7ttqnqMCa+8Ae905R6s8k7EbJPjAUpIVoA8ulFRsVZZM2xbqNZk2dShEEQQGgMjMzDdqYO3cur5UoSe8C2hQTQ5WTyQrd+mLrT2kR2yxesICa4OdnUbt7FApKo1ZTv+7aZeAqZH9G+PhQv8fFUSN8fATb+T0uLl/XhiVvv/S2yUlJJl1mZQiC2hQTY9A2NyOtrBlXZ1GDe/PmzPzWr1kjeLzya034L1qIaNjTWmDNcf0vn4sPCZLLzMYoSEL0c1QUc/PFrFtHUZTlD1mNWk2FL15M9e/enapbtaroRXr6pEkM0Tl69KhBm8uXL+clRBEREQb9rl6xotBJTEF+yukfkObiarifZvXq2WwMkwMCqF937aKSk5J4A9KFrh1LYlU2xcRYNL+yBMFLgPg+7EXG1u4JW7XnXLu20fy4x8uS42nuvLD7spQw0kT71127PsjF25pzKuTmNRXvZs0+tsb76q4rSpAIkY1hT0LEvuA1ajU1YcwY5saLiow0erMODgxktqUfeslJSVT02rXUovnzqXGjRlm1qLIzy+iPLyu1PSkpyaSFiD2fgkpnL4iPKQsRd9EzF7BekJ/v586lvg8ONvjuS09PauuGDdT8oCCqo7s77350gPuvu3ZR0WvXMteXJWTIms+fSqUoQiG0QPB9z713rJF7oCidDlZxvnETBLVo/nwqOSmJ9xiVI0mDIHq2RdDUPLnnTYgQCc2ZPQ4+4mYP2MIyRlsf2e1w2+W7Rsz1TR937vkzleSQnJTEa1kXayHijknMGG15/dqLSAllARdl0iYRIhvDXoTI3ALap3v3AiEX7MwyIcKjVquNfiMIglcccVNMDFVe7z4rL5NRHVq1KnSCIPZTliAY1x99XJo0aMB8V44kqckBAYzLi4vf4+IKfQ7v42dgr168pCs5KUnQtUi/HPC9NCQnJfHeO93ataOi166lkpOSeK0otHV1zPDh1O9xcVRyUhLlN3w4VTIfcwsODDQiOewPe5EdPmCA0e/lSJL6ddcu6ve4OGr18uVUclKSwZzLANRkf3/dtcdzDMvxLOIatZqKXruWCpoyhZofFMQQO+429DFi9813v7NJysqwMF4ywG6Dbjt67VrKb+hQo3NfliCo4QMGGJxXoe3Y23w/d67BC6aQO5p7fthj7csRcWV/6PZp4sZnleVmg3J10LjHh0tiV4aFCb5YrgwPF7WucK8NW5AVPjLKHjv7hZ2GOQJVEGRK7PpNUJSZugsSAADPnz9HuXLl8OzZM5QtW9Ymbd7TaNC4dm2btJVfUABy9P9yERERgalTp0KpVKJz585GvyuVSnh6ehp9f0+jwe3UVNRzdkYtuRznVSrs3rEDqTdv4sjBg7aegs0wOTAQ46ZMwdTJk/Hr3r3MMZERBGbOmIGJU6aYrck2duRIbN+0yf6DlWAzBEyciEcPH2KPQlEo/W9SKHAxORkrw8Ls0n5EZCRu3bgBAKC0WqxbvZp3u9qOjqjv4oI7f/+N9Dt3eLepUrUqmjRvjmIyGerUrYuf163jLfFCkiQGDx/+3twLzg0aIPXWLav2JQgCM+bMwdXLl3EoPl70PiP9/bExKsro+DnVr4+0v//m3W/jrl1wrFsXOdnZqO/iAgA4d+YMAKBUqVIYJFBC54ewMLT39ETiyZNwbtCAqTEJ6IL567u4IDMjA4knT6Jthw5o5eaGexoN/k5JgUPp0ujSpo3ohALvvn1BEATi9+1j5tbd2xtv377F8cOHQVEUCIIwmDf97LW25qUQxK7fEiESCXsQotHDhkGxbZtN2rIFXgLI4/k+KSkJbm5uUKlUcHd3F/xdLO5pNPikTh3eB6i9QfcolA9HEAT+d/cuasnlGDVqFDZu3Gjwu0wmQ1paGuQibthtGzeazeqTIEGChMIEl5SwUa9ePdxJS7NptrOY8Vhb81IIYtdvKe2+kHBPoylSZIggSfBd8r6+vgzZESqwmpaWZlFfteRyrI6OBqlPsSVlMvwUE4PrajUOKJVQJiXhm7FjLWpTDCi8I318tz99I9JvJ/fv3zfaJi8vD6ki05+HjhyJr319rR6vBAkSJNgbpl5Mb9++XaBkCNCNh0+WpCAgEaJCwt8pKYU9BEZXSCaTYeHSpUYkgSAILGJVHRbSIvLx8UFwcLBFfY/w88O1tDQcUCpxLS0NI/z8UEsuRwdPT7Ryc8PKyEhs3LWLd1/uOD27dDGrgUQQBFp5eEAL4BWAN9w5DB2K/929y7yVxMbG4siRI0btyGQyODs7AwA0Gg2USiU0Jm7cdRs3QpmUhCURERgmWYskSJAgwSwoihLtdrQlPirwHiUAeCdsV1gey699fTF/0SImxucWD0GjKAqpqamMe0gul6Njx45QKpVG24aEhCAlJQUKC+IvasnlJn3FrT08QJKkgc+atvIsXLAAnzRpAve2bfF3Sgr+OH5csB2CIJBw7hySkpNxQu9nr9+4MY4eOWIQ40RDo9HA39+ft61hw4ZBLpcjNjYWY8aMYfzg0dHR8PLyQkpKClxcXAxcaq3c3NBKb2XzGzcOnXjcjhIkSJAg4R1SrIzlyg8kC1EhgXYbFTQ+c3ODMikJ6zZuZCwyteRyuOgD69ggSZKxhgDvLCJC2L17N+JtyOpryeX4kaVeSxAEcgFoAXh07Ih+AweillyO+gKWK0Bn0VkdHY1Wbm74999/me9JkjSYPxspPErBNLZu3QqVSsWQIUBHHEePHo06deqgc+fOcHR0RKyAmm2OgNvxfUdRUCmXIEHChwOXBg0KvE+JEBUiRvj5QREXZ9c+NikUjMtGmZSEP5KSGGuFOXBJQYoIN1+vXr0EyYA1GOHnh6t619r0b78FTWkyMzOZbbjESSaT4YewMBxQKnFV744DgDdv3jnK3r59K9inkGsQ0MUQTZ8+ndeyR3+n1Wrh7+/P60rjI28kSUKZlARlUpLgmAAd6dikUOC6Wg1lUhL6DxrEtFXYhCTh3DlMDgwUtW3ZcuXsPBr7QspCkSDB/uju7V3gfUqEqJDR3dtbMPA2vw9emUwG97Zt0crNDROmTjVJhNixQmwkJiYy/3cxUb+KjdGjRyMyMtJkbI0loC051/73P+a7YcOGGRAvNnG6mpaGKTNnGll/2IQoL48vn04HuVyOqKgowd9PnTpldsxarRbR0dFGx4CPvP0YFcW41X6KieE9xrSli7aKtXJzw8adO3EtPR0HlEr87+5d/BQTw7TLhwnTpkERF4cDSiWuq9W4rlZjk0LBkCw6qP2H8HBBQsgFQRD4KSYGrdzcMG7KFEGyR7d9Xa2G5p9/oExKwvhp00T1UZRAAcgFsPvAAazQ1/GTIEGCbREYHGzz1HsxkNLuRcIeafdsnFepsHr5cuzbvRtarZZ58M7QWyNcGjRAdnY2vps9G3l5eSAIAgRBGFhx2N/JZDKsWr/ebOqiRqPBmTNnMEigIGdkZCTGsjK+YmNjMXr0aFFzomNr/GyQPqnRaFCHk6pvSQo8AHz//ff47rvvAABOTk64I6CxQqNZs2a4cuWK1WMGdIQgKirK6BhwNZq4vyXpiWgdJye8zMnh3Y4PdLsXkpOZa0XstcBtJ3LVKvwUEQGt/noDDDNSCILAzv378eLlS2RlZaFSpUrIuHvXon5XhYdjflCQ6HHZCx4dOiDx1ClmfgETJ2LqrFk4FB+PB5mZ+MzVFTt37cLmrVtBAXj69ClysrMF5SMmBwbibno69u3ebfC9ubhB97ZtMcrfH3WcnHAhORkLZs2CVqvlPf7svqpUq4Zvg4KY378JCEDFypWxbPFiaw+JMAgCELFs1KxdG/fVatv3zwJJkpi/aBFyc3Ph1bMnAGDl0qX47ddfjbadNmsWnj17hg3r11sUu+nVoweOHDpkUbZVfx8f1HNxwfKQkHzHibZp2xZ3797F/Xv38tXO+4QDSiU68GjbWQvR67dtdCA/fBRULTONWk2tXb2aKaFx8uRJo9//3979B0Vx3n8Af9+BIB5IQKL8FDAhYgQDgqT1J0YKDISO8QdilaDWKVgxoEVFCNXa8qOgjZO0kAQsmmgUmjCpMMaKgqB2pqc4NPyYilZ+HIilSlSiBgw83z/yve0tt3ccx3KI93nN7AzsPfvss5/du/vcs7vPVldWciN8VldWsqtyudo8XUb9zM/P5x7kqmkqLi5WW66oqEjrMqqTRCJhubm5rKioSHBEa11VVFQI1l85jGcKxcfHc8s5Ozurva5QKFhubi5LS0tjqampOm/jUJOJicmItl2onRUVFUPWOZxjQZc6Bo8+vjkmRu34kUgk7EB29rDWeygnhzfScEJsLLsql7OS4mK9R2nfuHYtO5CRwQry8lhBXp7Gel4wMeEeazFUvNLS0rjtvHfvHmNMfUTghNhY3vJX5XL2x/feY1+VlvLeo6lJSdxIxkLLCcVf9f1eUlysNlK6UPvbFQpWUlzMDmRksPS9e9lXpaVqsZgskbCEuDjeSOypSUnsq9JSFhkRwbVTGStlnQlxcRrjqnxkibb9p2xPQV7esB4LYz2oPUIxExrNWnUkamWcDuXkCI6yrNxvylGohdqREBfHez8cEjjuhR4XMpxJdQTzq3I5S9+7lx3IyNB5+YTYWK0jpI90Uh5X27ds0bivDmVnD+t9LDSq+kjRoztEZsiHu166dIn74K2urh6VdSgUCiaVSodMZoS+dIUe4aFrclTw/x9gcrmcHTx4UO05aNraO/jLdziJRkFBAW/5yZMn817/+OOPRUuAdE0s9VFQUMDtN6lUysXTUJRfJlfkco3JtD4JoKZkZHASpvzS0fZlG6vy/L2h6hnOB++vf/1rbhu7urqGbLu+2zzaBsdiqIRQWzuVrx3KyRGsU3VdQkmoUJtUH8UhlCCo/gDUto3DeciutvqEHqGhTFT0XfaqXM5Sk5J4Seih7GyN+0Zo+4ZKIidLpVy7VBM/1fUJ/djRJ1ljjKk9nmR5SAjv0SSDt4v7YTCoXaPx3D1KiERmyITo4sWL3AdvVVXVqKxDU4+L6rR+/XqNy6ekpOidFL3xxhu8eTECX2CqlD0iqssNJxkQSqYA7c9oG41p+fLlLC0tTeckUJft0JS0jrahjp/h9NwNRZdkabJEwmIiIzU+qFNbPbpS7SHq7OzUq45nxWgkY0MlVEMlMkK9YZoSrZG0Rx+6JirDXVZTr54u7Vb21JUUF7N3YmMFk5ZqlfehanlNye0Hf/iDYD0lxcW8BE5TDFR71oTq13R8aGuXGCghEpkhE6Lq6mrug/fChQujsg5NScJwejU8PT1FSxaioqJYeno6KyoqYnK5nFVUVDC5XM6SkpK4HhHV9u7Zs4cVFRXpdDpO2ym+goIClpuba5CEaDhJoBBN7czLyxt2XSOl7fgR+xShNobsZVE9jdre3j7q69P11Ojzbqx60lQpFApWXFTEvtDzS3u0t0FbL5aY9TwL+0IflBCJzJAJUVVV1aj80lZSftAGBgZq/MLWpedBLpcbPJHQ1l5NPUbaEh6JRMKWLVs2Jm0ebk/Rm2++KVjP3r17h1XPUHT9ItZ0nVV4eLio7XlWqPaKtrW1jeq6xvrUqLHRdsyPl30xkl6s0ajnWUIJkcgMmRBduHCB++CtqKgQtW7VN7e2ac2aNTrVFxwcPObJkHKSSqVc75Lyg02hULCoqKgxb9twE5nB11hpO62n7yk4Ibp++A++JmvwlJOTI1qbnhXJycnc9jU3N4/aeoSu7xutXjfqhdJ+zBtyX4hBrB6c8doTpAklRCIzZEJUWVnJvfnOnz8vWEafDzK5lgth9f2S1eXU21hNs2bNGtX6V65cOaLlpVIpS0lJYQcPHmSlpaXc/gwPD+eVCwsL412/MngKCwsb8nhQKBSsqKhI6+lFXT/8R3JB/nDaM7j84ETX0F/ku3bt4rbv5s2bo7YeMe6o1IVqUiuRSFhSUtIz+0U/Woa6WcNQ+4KMLkqIRGbIhEj1TXju3Dm111V/0UgkEpaSkjLkl0NOTo7OX9TDPeWRnZ095smPoScTE5MxufZoqEno1OHg3hxNpxc1ffgXFxfzji9dLsgHfri2Sei41LU9quVVf8HHxMTwErKUlBStx6dYydPOnTu5dTY1NY2oLm0M0SuhKal9lk8Jqe5HsfbpUMe80GUBz3IPERGm6/c3Dcyoo9EamLG9vV3tgaAVFRVYtmwZAKC8vBxBQUG88q6uroLP2pJIJNizZw+CgoLg4eGB2tpanD59Gt999x0KCwt1blNlZSUChzko1oEDB7BLZWC4541EIoFUKuUGHPzoo48QEhKiNljks2LTpk3w9/eHv78/Xn/9dcE2rlmzBvb29vDx8UFtbS16enpQWFioVlY5mKBUKkVWVhaePn2K1NTUIdugOgjhL37xC6SlpQGAYMykUilaW1vh7OzMDRYKAO7u7vjRj36k8dlySuHh4YLP0Rs8kGhBQYHeA4UmJSXh4MGDAP73Hrly5QouXryIV155BTKZDI8ePcK5c+fQ09PDxf/bb79Ve+Dv4Pe96jbPnz8f7777Lo4ePcqVDw4OxuHDh7myN27cwKNHj9DU1MSt29LScsh1AT88gue///2vxsFYVfeFknI7Fy1aBAcHB5SWlqKzsxMRERGYp2EEfKHPtsFtX7RoEebNm8fNH7wNyrhUVFQgPz+fOw5Uj63ly5cjODgYU6ZMwfz587UO1Nre3o7S0lJcv34dU6dOhY2NDX75y19qLA+A26/K2OzYsQORkZGCsdZl2y0tLblBYVXbK7TMUHUS3dDAjCIbjR6iwdfz/OxnP2NyuZwdOHCAm3f8+HHeMrr+Otd3GsmvH4VCwYqLi1lxcTF76623xry3RKxJ2YOhUChYZWUlLz4FBQXMxMSEi93ixYvHvL3P8rRgwQKNr8XGxrKNGzfqXXdqaqra8ShUbteuXSwhIYGlp6fz7lLUdBpPeT1XQEAArx4nJ6dhtS8kJIStWLGChYaG8ub7+PjotLxUKmWrVq3S6RpAd3d3FhAQwCIjI/XeT8rYrF69WmvZ4OBgXrwUCoXa3aGxsbEsNjZWsO2WlpaC9eoal8FTdnY2k8vlLC0tjeXm5jK5XM7S09OZl5fXiI9focsDlMNpFBYWsrS0NLZu3Tq1HnzVeAyefH192caNG3mvR0ZGMrlczvWEpaam8tat7fTmaJ5OFnqPqMZ6JOsczXbTKTORiZ0Q6XIdhuobLjc3l+3atYvNnDlzxG9qbZNYF8M+T4nBULe1qyZKz/I1VcYwKYduKC0tZY6OjiOqa926dWzOnDljvk3jZYqPj2eRkZF0/BtokkqlLDs7mzu1V1FRwXJycnjJWHx8PHdzhjLhKC0tVZs3OKHV5VQ3APbSSy/x/lc9/a2pbqEfHartHo3TtnTKTGQPHjzACy+8AIVCIcops+rqakRERIjQMnGVlZVh0aJFI6qjo6MDr776qkgtGnuNjY1wcnLSufwnn3yCbdu2jWKLCCFEXKtXr8aTJ094p56XLVsGPz8/WFtb63SaXMnLywv19fXc/76+vpDJZGoPxt6/fz8ePnyIAwcO8OZLpVLU19cP63NXm4cPH8LFxQX379+HtbW1xnKUEOmovb0dLi4uY90MQgghhOhBoVBovf6KEiIdDQwM4Pbt27CysuKePG0MlJm1WD1jRDuKt+FRzA2L4m14xh5zxhh6enrg6OgIqVSqsZypAds0rkmlUqO+sn/y5MlG+UYaKxRvw6OYGxbF2/CMOebaTpUpaU6VCCGEEEKMBCVEhBBCCDF6lBARrczNzbF3716Ym5uPdVOMAsXb8CjmhkXxNjyKuW7oompCCCGEGD3qISKEEEKI0aOEiBBCCCFGjxIiQgghhBg9SogIIYQQYvQoISJa5ebmwt3dHRMnToSfnx8uXrw41k0adzIzMzFv3jxYWVlh6tSpWL58Oa5fv84rwxjDvn374OjoCAsLCwQGBqKhoYFXpre3F9u2bYOdnR1kMhl++tOfor293ZCbMi5lZmZCIpEgMTGRm0fxFl9HRwfWr1+PKVOmYNKkSfDx8UFNTQ33OsVcPN9//z3effdduLu7w8LCAjNmzMD+/fsxMDDAlaF460HUR8qS58rJkyfZhAkTWH5+PmtsbGQJCQlMJpOx1tbWsW7auBISEsIKCwtZfX09q62tZeHh4Wz69Ons22+/5cpkZWUxKysr9sUXX7C6ujq2Zs0a5uDgwB4+fMiViYuLY05OTqy8vJxdu3aNLV26lL322mvs+++/H4vNGhfkcjlzc3Njc+bMYQkJCdx8ire4uru7maurK9uwYQP7xz/+wZqbm9m5c+fYzZs3uTIUc/H87ne/Y1OmTGFlZWWsubmZ/eUvf2GWlpbs0KFDXBmK9/BRQkQ0CggIYHFxcbx5np6eLDk5eYxa9Hzo6upiAFhVVRVjjLGBgQFmb2/PsrKyuDLfffcds7a2Zh9++CFjjLH79++zCRMmsJMnT3JlOjo6mFQqZWfOnDHsBowTPT09zMPDg5WXl7MlS5ZwCRHFW3y7d+9mCxcu1Pg6xVxc4eHhbNOmTbx5K1asYOvXr2eMUbz1RafMiKC+vj7U1NQgODiYNz84OBh///vfx6hVz4cHDx4AAGxtbQEAzc3NuHPnDi/W5ubmWLJkCRfrmpoaPH36lFfG0dERXl5etD802Lp1K8LDwxEUFMSbT/EW36lTp+Dv74/Vq1dj6tSp8PX1RX5+Pvc6xVxcCxcuxPnz59HU1AQA+Oc//4lLly4hLCwMAMVbX/RwVyLo7t276O/vx7Rp03jzp02bhjt37oxRq8Y/xhh27NiBhQsXwsvLCwC4eArFurW1lStjZmYGGxsbtTK0P9SdPHkS165dw5UrV9Reo3iL79atW8jLy8OOHTuQkpICuVyOd955B+bm5nj77bcp5iLbvXs3Hjx4AE9PT5iYmKC/vx/p6elYu3YtADrG9UUJEdFKIpHw/meMqc0juouPj8fXX3+NS5cuqb2mT6xpf6hTKBRISEjA2bNnMXHiRI3lKN7iGRgYgL+/PzIyMgAAvr6+aGhoQF5eHt5++22uHMVcHEVFRTh27Bg+++wzzJ49G7W1tUhMTISjoyNiYmK4chTv4aFTZkSQnZ0dTExM1H4pdHV1qf3qILrZtm0bTp06hcrKSjg7O3Pz7e3tAUBrrO3t7dHX14dvvvlGYxnyg5qaGnR1dcHPzw+mpqYwNTVFVVUV3n//fZiamnLxoniLx8HBAa+++ipv3qxZs9DW1gaAjnGx7dy5E8nJyYiKioK3tzeio6Oxfft2ZGZmAqB464sSIiLIzMwMfn5+KC8v580vLy/H/Pnzx6hV4xNjDPHx8SgpKUFFRQXc3d15r7u7u8Pe3p4X676+PlRVVXGx9vPzw4QJE3hlOjs7UV9fT/tjkGXLlqGurg61tbXc5O/vj3Xr1qG2thYzZsygeItswYIFakNJNDU1wdXVFQAd42J7/PgxpFL+17eJiQl32z3FW09jdDE3GQeUt90fPnyYNTY2ssTERCaTyVhLS8tYN21c2bJlC7O2tmYXLlxgnZ2d3PT48WOuTFZWFrO2tmYlJSWsrq6OrV27VvAWWWdnZ3bu3Dl27do19sYbbxj1LbLDoXqXGWMUb7HJ5XJmamrK0tPT2Y0bN9jx48fZpEmT2LFjx7gyFHPxxMTEMCcnJ+62+5KSEmZnZ8d27drFlaF4Dx8lRESrP/3pT8zV1ZWZmZmxuXPncreKE90BEJwKCwu5MgMDA2zv3r3M3t6emZubs8WLF7O6ujpePU+ePGHx8fHM1taWWVhYsDfffJO1tbUZeGvGp8EJEcVbfKWlpczLy4uZm5szT09P9vHHH/Nep5iL5+HDhywhIYFNnz6dTZw4kc2YMYOlpqay3t5ergzFe/gkjDE2lj1UhBBCCCFjja4hIoQQQojRo4SIEEIIIUaPEiJCCCGEGD1KiAghhBBi9CghIoQQQojRo4SIEEIIIUaPEiJCCCGEGD1KiAghRIt79+5h6tSpaGlpEbXewMBAJCYm6r18XV0dnJ2d8ejRI/EaRYgRo4SIECKKDRs2QCKRqE2hoaFj3bQRyczMREREBNzc3EStt6SkBL/97W+5/93c3HDo0CGdl/f29kZAQADee+89UdtFiLGihIgQIprQ0FB0dnbyphMnTozqOvv6+kat7idPnuDw4cPYvHmz6HXb2trCyspqRHVs3LgReXl56O/vF6lVhBgvSogIIaIxNzeHvb09b7KxseFel0gkKCgowFtvvYVJkybBw8MDp06d4tXR2NiIsLAwWFpaYtq0aYiOjsbdu3e51wMDAxEfH48dO3bAzs4OP/nJTwAAp06dgoeHBywsLLB06VIcPXoUEokE9+/fx6NHjzB58mR8/vnnvHWVlpZCJpOhp6dHcHu++uormJqa4sc//jE378iRI3jhhRd45b788ktIJBLu/3379sHHxweffvop3NzcYG1tjaioKN56VE+ZBQYGorW1Fdu3b+d61gCgtbUVERERsLGxgUwmw+zZs3H69GmujpCQENy7dw9VVVUa9wkhRDeUEBFCDOo3v/kNIiMj8fXXXyMsLAzr1q1Dd3c3AKCzsxNLliyBj48Prl69ijNnzuA///kPIiMjeXUcPXoUpqamuHz5Mj766CO0tLRg1apVWL58OWpraxEbG4vU1FSuvEwmQ1RUFAoLC3n1FBYWYtWqVRp7aqqrq+Hv76/Xdv773//Gl19+ibKyMpSVlaGqqgpZWVmCZUtKSuDs7Iz9+/dzPWsAsHXrVvT29qK6uhp1dXX4/e9/D0tLS245MzMzvPbaa7h48aJebSSE/I/pWDeAEPL8KCsr431hA8Du3buRlpbG/b9hwwasXbsWAJCRkYEPPvgAcrkcoaGhyMvLw9y5c5GRkcGV//Of/wwXFxc0NTXhlVdeAQC8/PLLyM7O5sokJydj5syZyMnJAQDMnDkT9fX1SE9P58ps3rwZ8+fPx+3bt+Ho6Ii7d++irKwM5eXlGrenpaUFjo6OesViYGAAR44c4ZKt6OhonD9/ntcmJVtbW5iYmMDKygr29vbc/La2NqxcuRLe3t4AgBkzZqgt6+TkJPoF34QYI0qICCGiWbp0KfLy8njzbG1tef/PmTOH+1smk8HKygpdXV0AgJqaGlRWVqolVcAPPS7KhGhwr83169cxb9483ryAgAC1/2fPno1PPvkEycnJ+PTTTzF9+nQsXrxY4/Y8efIEEydO1Pi6Nm5ubryeJwcHB247dfXOO+9gy5YtOHv2LIKCgrBy5Upe/ADAwsICjx8/1quNhJD/oVNmhBDRyGQyvPzyy7xpcEI0YcIE3v8SiQQDAwMAfuhViYiIQG1tLW+6ceMGL3GRyWS8OhhjvGt4lPMG27x5M3farLCwEBs3blRbTpWdnR2++eYb3jypVKpW99OnT9WW1badutq8eTNu3bqF6Oho1NXVwd/fHx988AGvTHd3N1588cVh1UsIUUcJESHkmTF37lw0NDTAzc1NLbEanASp8vT0xJUrV3jzrl69qlZu/fr1aGtrw/vvv4+GhgbExMRobY+vry8aGxt581588UX09PTwxv+pra3VYeu0MzMzE7xbzMXFBXFxcSgpKcGvfvUr5Ofn816vr6+Hr6/viNdPiLGjhIgQIpre3l7cuXOHN6neITaUrVu3oru7G2vXroVcLsetW7dw9uxZbNq0Seut5bGxsfjXv/6F3bt3o6mpCcXFxThy5AgA8HqAbGxssGLFCuzcuRPBwcFwdnbW2p6QkBA0NDTweolef/11TJo0CSkpKbh58yY+++wzbl0j4ebmhurqanR0dHAxS0xMxN/+9jc0Nzfj2rVrqKiowKxZs7hlWlpa0NHRgaCgoBGvnxBjRwkRIUQ0Z86cgYODA29auHChzss7Ojri8uXL6O/vR0hICLy8vJCQkABra2tIpZo/rtzd3fH555+jpKQEc+bMQV5eHneXmbm5Oa/sz3/+c/T19WHTpk1Dtsfb2xv+/v4oLi7m5tna2uLYsWM4ffo0vL29ceLECezbt0/nbdRk//79aGlpwUsvvcSdAuvv78fWrVsxa9YshIaGYubMmcjNzeWWOXHiBIKDg+Hq6jri9RNi7CRM6EQ7IYSMc+np6fjwww+hUCh4848fP46EhATcvn0bZmZmQ9Zz+vRpJCUlob6+XmtSZmi9vb3w8PDAiRMnsGDBgrFuDiHjHt1lRgh5LuTm5mLevHmYMmUKLl++jJycHMTHx3OvP378GM3NzcjMzERsbKxOyRAAhIWF4caNG+jo6ICLi8toNX/YWltbkZqaSskQISKhHiJCyHNh+/btKCoqQnd3N6ZPn47o6Gjs2bMHpqY//O7bt28f0tPTsXjxYvz1r38VvLWfEGK8KCEihBBCiNF7dk6IE0IIIYSMEUqICCGEEGL0KCEihBBCiNGjhIgQQgghRo8SIkIIIYQYPUqICCGEEGL0KCEihBBCiNGjhIgQQgghRo8SIkIIIYQYvf8Ddwt5sBb4v3cAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def gaussian_offset(x, a1, b1, c1, d1):\n",
    "    return a1 * np.exp(-((x - b1) ** 2) / (c1 ** 2)) + d1\n",
    "\n",
    "files = ['RL', 'RR', 'LL', 'LR']\n",
    "Ts = [14, 20, 30, 40, 50, 55, 60, 65, 70, 80, 100, 130, 160, 190, 250, 296]\n",
    "Rcoeffs = [1.133, 1.121]\n",
    "\n",
    "plt.figure()\n",
    "plt.title(\"LL\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "EsVH = np.zeros((16, 990))\n",
    "dataVH = np.zeros((16, 990))\n",
    "for num, T in enumerate(Ts):\n",
    "    filename = f'LL{T}K.txt'\n",
    "    data = np.loadtxt(filename)\n",
    "    plt.plot(data[26:, 0], data[26:, 1] + 50 * num, '.-', color=(num / 20, 0, 0))\n",
    "    dataVH[num, :] = data[26:26 + 990, 1]\n",
    "    EsVH[num, :] = data[26:26 + 990, 0]\n",
    "plt.ylim([20, 1000])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "X, Y = np.meshgrid(EsVH[0, :], Ts)\n",
    "plt.pcolormesh(X, Y, dataVH, shading='auto', cmap='jet')\n",
    "plt.colorbar()\n",
    "plt.clim([10, 50])\n",
    "plt.title(\"LL Intensity Map\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.title(\"RR\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "EsHV = np.zeros((16, 990))\n",
    "dataHV = np.zeros((16, 990))\n",
    "for num, T in enumerate(Ts):\n",
    "    filename = f'RR{T}K.txt'\n",
    "    data = np.loadtxt(filename)\n",
    "    plt.plot(data[26:, 0], data[26:, 1] + 50 * num, '.-', color=(num / 20, 0, 0))\n",
    "    dataHV[num, :] = data[26:26 + 990, 1]\n",
    "    EsHV[num, :] = data[26:26 + 990, 0]\n",
    "plt.ylim([20, 1000])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "X, Y = np.meshgrid(EsHV[0, :], Ts)\n",
    "plt.pcolormesh(X, Y, dataHV, shading='auto', cmap='jet')\n",
    "plt.colorbar()\n",
    "plt.clim([10, 200])\n",
    "plt.title(\"RR Intensity Map\")\n",
    "plt.show()\n",
    "\n",
    "# Offset Calculation\n",
    "offsetsVH = np.zeros(16)\n",
    "offsetsHV = np.zeros(16)\n",
    "\n",
    "for num in range(len(Ts)):\n",
    "    EsVHfit2 = EsVH[num, :]\n",
    "    dataVHfit2 = dataVH[num, :]\n",
    "    EsHVfit2 = EsHV[num, :]\n",
    "    dataHVfit2 = dataHV[num, :]\n",
    "    \n",
    "    EsHVfit2[dataHVfit2 > 10000] = 300\n",
    "    dataHVfit2[dataHVfit2 > 10000] = 0\n",
    "    EsVHfit2[dataVHfit2 > 10000] = 300\n",
    "    dataVHfit2[dataVHfit2 > 10000] = 0\n",
    "    \n",
    "    popt_VH, _ = curve_fit(gaussian_offset, EsVHfit2, dataVHfit2, p0=[10001, 0, 2, 10])\n",
    "    offsetsVH[num] = popt_VH[1]\n",
    "    \n",
    "    plt.figure(22)\n",
    "    plt.plot(EsVHfit2, dataVHfit2, 'o')\n",
    "    plt.plot(np.linspace(-10, 10, 100), gaussian_offset(np.linspace(-10, 10, 100), *popt_VH))\n",
    "    plt.xlim([-10, 10])\n",
    "    \n",
    "    popt_HV, _ = curve_fit(gaussian_offset, EsHVfit2, dataHVfit2, p0=[10001, 0, 2, 10])\n",
    "    offsetsHV[num] = popt_HV[1]\n",
    "    \n",
    "    plt.figure(23)\n",
    "    plt.plot(EsHVfit2, dataHVfit2, 'o')\n",
    "    plt.plot(np.linspace(-10, 10, 100), gaussian_offset(np.linspace(-10, 10, 100), *popt_HV))\n",
    "    plt.xlim([-10, 10])\n",
    "    \n",
    "offsets = (offsetsHV + offsetsVH) / 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "956f4030",
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "operands could not be broadcast together with shapes (16,60) (16,) ",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[12], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[38;5;66;03m# Gaussian Fit on Selected Range\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m EsHVfit \u001b[38;5;241m=\u001b[39m EsHV[:, \u001b[38;5;241m700\u001b[39m:\u001b[38;5;241m760\u001b[39m]\u001b[38;5;241m+\u001b[39moffsets\n\u001b[0;32m      3\u001b[0m EsVHfit \u001b[38;5;241m=\u001b[39m EsVH[:, \u001b[38;5;241m700\u001b[39m:\u001b[38;5;241m760\u001b[39m]\u001b[38;5;241m+\u001b[39moffsets\n\u001b[0;32m      4\u001b[0m dataHVfit \u001b[38;5;241m=\u001b[39m dataHV[:, \u001b[38;5;241m700\u001b[39m:\u001b[38;5;241m760\u001b[39m]\n",
      "\u001b[1;31mValueError\u001b[0m: operands could not be broadcast together with shapes (16,60) (16,) "
     ]
    }
   ],
   "source": [
    "# Gaussian Fit on Selected Range\n",
    "EsHVfit = EsHV[:, 700:760]+offsets\n",
    "EsVHfit = EsVH[:, 700:760]+offsets\n",
    "dataHVfit = dataHV[:, 700:760]\n",
    "dataVHfit = dataVH[:, 700:760]\n",
    "dataHVfit[10, 32] = dataVHfit[10, 32]\n",
    "dataHVfit[10, 33] = dataVHfit[10, 33]\n",
    "\n",
    "dataHVfit=dataHVfit+dataVHfit\n",
    "\n",
    "def gaussian_fit(x, a1, b1, c1, d1):\n",
    "    return a1 * np.exp(-((x - b1) ** 2) / (c1 ** 2)) + d1\n",
    "\n",
    "asHV, bsHV, bsHVerr, dsHV = [], [], [], []\n",
    "plt.figure()\n",
    "plt.title(\"RR Gaussian Fit\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "\n",
    "for idx in range(len(Ts)):\n",
    "    E = EsHVfit[idx, :]\n",
    "    I = dataHVfit[idx, :]\n",
    "    popt, pcov = curve_fit(gaussian_fit, E, I, p0=[20, 298, 10, 10])\n",
    "    perr = np.sqrt(np.diag(pcov))\n",
    "    asHV.append(popt[0])\n",
    "    bsHV.append(popt[1])\n",
    "    dsHV.append(popt[3])\n",
    "    bsHVerr.append(perr[1])\n",
    "    plt.plot(E, I + 30 * idx, '.-', color=(Ts[idx] / 300, 0, 0))\n",
    "    plt.plot(np.linspace(285, 310, 100), gaussian_fit(np.linspace(285, 310, 100), *popt) + 30 * idx, color=(Ts[idx] / 300, 0, 0), linewidth=1.5)\n",
    "plt.xlim([285, 310])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.errorbar(Ts, np.array(bsHV) - np.mean(offsetsHV), yerr=bsHVerr, fmt='o')\n",
    "plt.show()\n",
    "\n",
    "asVH, bsVH, bsVHerr, dsVH = [], [], [], []\n",
    "plt.figure()\n",
    "plt.title(\"LL Gaussian Fit\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "\n",
    "for idx in range(len(Ts)):\n",
    "    E = EsVHfit[idx, :]\n",
    "    I = dataVHfit[idx, :]\n",
    "    popt, pcov = curve_fit(gaussian_fit, E, I, p0=[20, 298, 10, 10])\n",
    "    perr = np.sqrt(np.diag(pcov))\n",
    "    asVH.append(popt[0])\n",
    "    bsVH.append(popt[1])\n",
    "    dsVH.append(popt[3])\n",
    "    bsVHerr.append(perr[1])\n",
    "    plt.plot(E, I + 30 * idx, '.-', color=(Ts[idx] / 300, 0, 0))\n",
    "    plt.plot(np.linspace(285, 310, 100), gaussian_fit(np.linspace(285, 310, 100), *popt) + 30 * idx, color=(Ts[idx] / 300, 0, 0), linewidth=1.5)\n",
    "plt.xlim([285, 310])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.errorbar(Ts, np.array(bsVH) - np.mean(offsetsVH), yerr=bsVHerr, fmt='o')\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.plot(Ts, asHV, 'o', label='RR')\n",
    "plt.plot(Ts, asVH, 'o', label='LL')\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8fa6562b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bs = [293.5, 295.5, 297.5, 299.5, 301.4, 303.5]\n",
    "\n",
    "def fit_spectrum(E, I, peaks):\n",
    "    num_peaks = len(peaks)\n",
    "    initial_params = sum([[10, b] for b in peaks], []) + [0.148, 0.3, 0, 0]\n",
    "    bounds_lower = sum([[0, b - 2] for b in peaks], []) + [0.147, 0, -np.inf, -100]\n",
    "    bounds_upper = sum([[np.inf, b + 2] for b in peaks], []) + [0.149, 1.6, np.inf, 100]\n",
    "    popt, pcov = curve_fit(multi_voigt, E, I, p0=initial_params, bounds=(bounds_lower, bounds_upper))\n",
    "    perr = np.sqrt(np.diag(pcov))\n",
    "    return popt, perr\n",
    "\n",
    "peak_positions_vals, peak_positions_errs = [], []\n",
    "sigma_vals, sigma_errs = [], []\n",
    "gamma_vals, gamma_errs = [], []\n",
    "fwhm_vals = []\n",
    "fwhm_errs = []\n",
    "\n",
    "plt.figure(figsize=(4,10))\n",
    "plt.title(\"RR Spectral Fit\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "\n",
    "for idx in range(len(Ts)):\n",
    "    E = EsHVfit[idx, :]\n",
    "    I = dataHVfit[idx, :]\n",
    "    if Ts[idx] < 45:\n",
    "        peaks = [292.5, 294.5, 296.5, 298.5, 300.5,302.5]\n",
    "        a=0\n",
    "    elif 45 <= Ts[idx] < 66:\n",
    "        peaks = [292.3, 294.3, 296.3, 298.3, 300.3]\n",
    "        a=0\n",
    "    elif 66 <= Ts[idx] < 131:\n",
    "        peaks = [291.7,293.7, 295.7, 297.7,299.7]\n",
    "        a=0\n",
    "    else:\n",
    "        peaks = [293.2,295.2, 297.2, 299.2]\n",
    "        a=1\n",
    "    popt, perr = fit_spectrum(E, I, peaks)\n",
    "    if a==1:\n",
    "        peak_positions_vals.append(np.r_[0,popt[1::2]])\n",
    "        peak_positions_errs.append(np.r_[0,perr[1::2]])\n",
    "    else:\n",
    "        peak_positions_vals.append(popt[1::2])\n",
    "        peak_positions_errs.append(perr[1::2])\n",
    "    sigma_vals.append(popt[-4])\n",
    "    gamma_vals.append(popt[-3])\n",
    "    sigma_errs.append(perr[-4])\n",
    "    gamma_errs.append(perr[-3])\n",
    "    fwhm = 2 * (0.5346 * popt[-3] + np.sqrt(0.2166 * popt[-3]**2 + popt[-4]**2))\n",
    "    fwhm_vals.append(fwhm)\n",
    "    fwhm_errs.append(2 * np.sqrt((0.5346 * perr[-3])**2 + (0.5 * popt[-4] * perr[-4] / np.sqrt(0.2166 * popt[-3]**2 + popt[-4]**2))**2))\n",
    "    plt.plot(E, I + 50 * idx, '.', color=(Ts[idx] / 300, 0, 0))\n",
    "    plt.plot(np.linspace(285, 310, 100), multi_voigt(np.linspace(285, 310, 100), *popt) + 50 * idx, color=(Ts[idx] / 300, 0, 0), linewidth=1.5)\n",
    "plt.xlim([285, 310])\n",
    "plt.ylim([0, 1000])\n",
    "plt.show()\n",
    "\n",
    "\n",
    "plt.ylim([290, 305])\n",
    "for i in range(len(peak_positions_vals[0])-2):\n",
    "    peak_pos = [pos[i] for pos in peak_positions_vals]\n",
    "    peak_err = [err[i] for err in peak_positions_errs]\n",
    "    plt.errorbar(Ts, peak_pos, yerr=peak_err, fmt='o', label=f'Peak {i+1}')\n",
    "plt.xlabel(\"Temperature (K)\")\n",
    "plt.ylabel(\"Peak Position (units)\")\n",
    "plt.ylim([280, 305])\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.errorbar(Ts, sigma_vals, yerr=sigma_errs, fmt='o', label='Sigma')\n",
    "plt.errorbar(Ts, gamma_vals, yerr=gamma_errs, fmt='s', label='Gamma')\n",
    "plt.xlabel(\"Temperature (K)\")\n",
    "plt.ylabel(\"Width (units)\")\n",
    "plt.ylim([0, 2])\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c83b91d8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[302.9282346919533,\n",
       " 303.43634259672547,\n",
       " 300.833769001896,\n",
       " 303.4474913573765,\n",
       " 0.39350137666182317,\n",
       " 0.39977834718899136,\n",
       " 0.5039500376098172,\n",
       " 0.4420989936121878,\n",
       " 0.4038976963035981,\n",
       " 0.4872609737213526,\n",
       " 0.45996224781711553,\n",
       " 0.6429996463869616,\n",
       " 0.8695111686658078,\n",
       " 1.069064169986973,\n",
       " 1.3229677394627162,\n",
       " 1.5284574371411996]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "peak_pos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b6f7d388",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "for i in range(max(len(p) for p in peak_positions_vals)):\n",
    "    peak_pos = [pos[i] if i < len(pos) else np.nan for pos in peak_positions_vals]\n",
    "    peak_err = [err[i] if i < len(err) else np.nan for err in peak_positions_errs]\n",
    "    FWHM = fwhm_vals\n",
    "    \n",
    "    plt.errorbar(Ts, peak_pos, yerr=peak_err, fmt='o', label=f'Peak {i+1}',color='r')\n",
    "    \n",
    "    # Add shading for FWHM\n",
    "    lower_bound = np.array(peak_pos) - np.array(FWHM) / 2\n",
    "    upper_bound = np.array(peak_pos) + np.array(FWHM) / 2\n",
    "    plt.fill_between(Ts, lower_bound, upper_bound, alpha=0.2,color='r')\n",
    "\n",
    "plt.xlabel('Temperature (K)')\n",
    "plt.ylabel('Peak Position (units)')\n",
    "plt.xlim([0, 300])\n",
    "plt.ylim([290, 305])\n",
    "plt.legend()\n",
    "plt.savefig('Tdep532LL+RR.eps')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0df173cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "peak_positions_vals, peak_positions_errs = [], []\n",
    "sigma_vals, sigma_errs = [], []\n",
    "gamma_vals, gamma_errs = [], []\n",
    "\n",
    "plt.figure(figsize=(4,10))\n",
    "plt.title(\"LL Spectral Fit\")\n",
    "plt.xlabel(\"Energy (units)\")\n",
    "plt.ylabel(\"Intensity (units)\")\n",
    "\n",
    "for idx in range(len(Ts)):\n",
    "    E = EsVHfit[idx, :]\n",
    "    I = dataVHfit[idx, :]\n",
    "    if Ts[idx] < 45:\n",
    "        peaks = [293, 295, 297, 299, 301]\n",
    "    elif 45 <= Ts[idx] < 66:\n",
    "        peaks = [293, 295, 297, 299, 301]\n",
    "    else:\n",
    "        peaks = [293.83, 295.8, 297.85]\n",
    "    popt, perr = fit_spectrum(E, I, peaks)\n",
    "    if Ts[idx] > 66:\n",
    "        \n",
    "        peak_positions_vals.append(np.r_[0, popt[1::2]])\n",
    "        peak_positions_errs.append(np.r_[0, perr[1::2]])\n",
    "    else:\n",
    "        peak_positions_vals.append(popt[1::2])\n",
    "        peak_positions_errs.append(perr[1::2])\n",
    "    sigma_vals.append(popt[-4])\n",
    "    gamma_vals.append(popt[-3])\n",
    "    sigma_errs.append(perr[-4])\n",
    "    gamma_errs.append(perr[-3])\n",
    "    plt.plot(E, I + 30 * idx, '.', color=(Ts[idx] / 300, 0, 0))\n",
    "    plt.plot(np.linspace(285, 310, 100), multi_voigt(np.linspace(285, 310, 100), *popt) + 30 * idx, color=(Ts[idx] / 300, 0, 0), linewidth=1.5)\n",
    "plt.xlim([285, 310])\n",
    "plt.ylim([0, 600])\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.ylim([290, 305])\n",
    "for i in range(len(peak_positions_vals[0])-2):\n",
    "    peak_pos = [pos[i] for pos in peak_positions_vals]\n",
    "    peak_err = [err[i] for err in peak_positions_errs]\n",
    "    plt.errorbar(Ts, peak_pos, yerr=peak_err, fmt='o', label=f'Peak {i+1}')\n",
    "plt.xlabel(\"Temperature (K)\")\n",
    "plt.ylabel(\"Peak Position (units)\")\n",
    "plt.ylim([290, 305])\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.errorbar(Ts, sigma_vals, yerr=sigma_errs, fmt='o', label='Sigma')\n",
    "plt.errorbar(Ts, gamma_vals, yerr=gamma_errs, fmt='s', label='Gamma')\n",
    "plt.xlabel(\"Temperature (K)\")\n",
    "plt.ylabel(\"Width (units)\")\n",
    "plt.ylim([0, 2])\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "5bbec478",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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isRhxcXG4dOkSJk2aBIWi7mKZhw8fxq1btxAXFwdfX194e3urX80Rw7Kstv4/qyKRSCASiVBYWAgnJydLV6dJyKUKbJp7EgAwY104+IKm/VcMIYS0BOXl5UhPT0dAQABsbW0beTBJ9V1sk3aZbYittWnod2Du6zf1JBFCCCFNoWYg8g+jgNQC0MRtQgghpCnY2APLCi1dC2IA6kkihBBCCNGCQhIhhBBCiBYUkgghhBBCtKCQRAghhBCiBYUkQgghhBAtKCQRQgghhGhBIYkQQghpAqXyUnTb1g3dtnVDqbzU0tUheqCQRAghhBCjREREYMyYMZauhtlQSCKEEEKagEJZ/SyzpJwkjffmEBERAYZhwDAM+Hw+AgMDsWDBApSUlJj1vLqMGjUKbdu2ha2tLby9vTFlyhQ8ePDAonWqD4UkQgghxMyOZhzFmH1j1O9nHZuF4X8Mx9GMo2Y974gRI5CVlYXbt2/j888/x/fff48FCxaY9Zy6DBo0CDExMbhx4wb++OMPpKWl4eWXX7ZonepDIYkQQggxo6MZR/HuiXeRW5qrsT23NBfvnnjXrEFJIBBALBbDz88PEydOxKRJk7Bnzx4AAMuyWL16NQIDAyEUCtGjRw/s2rVLva9CocC0adMQEBAAoVCIjh07Yt26dQ2eLykpCZ6enlixYkW9ZebPn4+nnnoK/v7+CAsLw4cffogzZ85ALpebpM2mRM9uI4QQQgzAsizKKsr0KqtQKhB5NhIs2LrHqdy26uwq9BP3A1ePB94KeUIwDGNYhWvuLxSqw8gnn3yC2NhYREVFITg4GKdOncLkyZPh4eGB8PBwKJVK+Pr6IiYmBu7u7khISMCMGTPg7e2NcePG1Tn2iRMnMGbMGERGRuKtt97Sqz55eXn49ddfERYWBj6fb3S7zIVCEiGEEGKAsooy9Nvez2THyynNQdiOML3KJk5MhB3fzqjznD17Ftu3b8fgwYNRUlKCtWvXIi4uDqGhoQCAwMBAnD59GtHR0QgPDwefz8fy5cvV+wcEBCAhIQExMTF1QtLevXsxZcoUREdHY8KECTrrsnDhQmzYsAGlpaV46qmnsH//fqPaZG403EYIIYS0Uvv374eDgwNsbW0RGhqKZ555BuvXr8fVq1dRXl6OoUOHwsHBQf366aefkJaWpt5/48aN6Nu3Lzw8PODg4ID//ve/yMzM1DhHYmIi/u///g/btm3TKyABwPvvv4/k5GQcPnwYXC4Xr732Gli2bm+bpVFPEiGEEGIAIU+IxImJepVNyknCrGOzdJb7fvD36OPVR69zG2LQoEGIiooCn8+Hj4+PekgrPT0dAHDgwAG0adNGYx+BQAAAiImJwfz58/HVV18hNDQUjo6OWLNmDRITNdvevn17uLm5YcuWLRg5ciRsbGx01svd3R3u7u7o0KEDOnfuDD8/P5w5c0bdq9VcUEgihBBCDMAwjN5DXmE+YfCy80Juaa7WeUkMGHjZeSHMJ0yvOUmGsre3R1BQUJ3tISEhEAgEyMzMRHh4uNZ94+PjERYWhlmzqkNezV6mKu7u7oiNjcXAgQMxfvx4xMTEGDS/qKoHSSqV6r1PU6HhNkIIIcRMuBwuPnzyQ62fMVBNwF745EKzBKSGODo6YsGCBZg/fz62bduGtLQ0JCcn47vvvsO2bdsAAEFBQTh//jwOHTqEmzdvYvHixTh37pzW43l6eiIuLg7Xr1/HhAkTUFFRobXc2bNnsWHDBqSkpCAjIwPHjx/HxIkT0b59+2bXiwRQSCKEEELMaoj/EKwduBaedp4a273svLB24FoM8R9ikXp99tlnWLJkCSIjI9G5c2cMHz4cf/75JwICAgAAM2fOxNixYzF+/Hj069cPjx8/1uhVqk0sFiMuLg6XLl3CpEmToFDUXSxTKBQiNjYWgwcPRseOHfGf//wHXbt2xcmTJ9XDfM0JwzbHmVJNTCKRQCQSobCwEE5OTpauTpOQSxXYNPckAGDGunDwBU37rxhCCGkJysvLkZ6ejoCAANja2jbqWEXSIvVdbN8P/t5sQ2ytTUO/A3Nfv6kniRBCCGkCNQNRH68+FJBaAJq4TQghhDQBO74dLk29ZOlqEANQTxIhhBBCiBYWDUlRUVHo3r07nJyc4OTkhNDQUPz999/qz1mWxbJly+Dj4wOhUIiBAwfiypUrGscYOHCg+inHVa9XX321qZtCCCGEkFbGoiHJ19cXq1atwvnz53H+/Hk8++yzGD16tDoIrV69GmvXrsWGDRtw7tw5iMViDB06FEVFRRrHmT59OrKystSv6OhoSzSHEEIIIa2IReckvfjiixrvV6xYgaioKJw5cwYhISH45ptv8PHHH2Ps2LEAgG3btsHLywvbt2/Hm2++qd7Pzs4OYrG4SetOCCGEkNat2cxJUigU2LFjB0pKShAaGor09HRkZ2dj2LBh6jICgQDh4eFISEjQ2PfXX3+Fu7s7unTpggULFtTpaapNKpVCIpFovAghhBBCarL43W2XLl1CaGgoysvL4eDggN27dyMkJEQdhLy8vDTKe3l5ISMjQ/1+0qRJCAgIgFgsxuXLl7Fo0SJcvHgRR44cqfeckZGRGk82JoQQQgipzeIhqWPHjkhJSUFBQQH++OMPTJ06FSdPnlR/zjCMRnmWZTW2TZ8+Xf19165dERwcjL59++LChQvo3bu31nMuWrQI7777rvq9RCKBn5+fqZpECCGE1KEsLcWN3qqH2Ha8kASOnX7PfyOWY/HhNhsbGwQFBaFv376IjIxEjx49sG7dOvUco+zsbI3yubm5dXqXaurduzf4fD5SU1PrLSMQCNR31FW9CCGEEGKYiIgIjBkzxtLVMBuLh6TaWJaFVCpVD6HVHDaTyWQ4efIkwsLC6t3/ypUrkMvl8Pb2borqEkIIIXphazzLrPT8eY335hAREaFeGofP5yMwMBALFixASUmJWc+rL6lUip49e4JhGKSkpFi6OlpZdLjto48+wnPPPQc/Pz8UFRVhx44dOHHiBA4ePAiGYTBv3jysXLkSwcHBCA4OxsqVK2FnZ4eJEycCANLS0vDrr7/i+eefh7u7O65evYr33nsPvXr1Qv/+/S3ZNEIIIURNcvgwcj5foX5/d8ab4InF8PpoEZxq3KBkaiNGjMDWrVshl8sRHx+PN954AyUlJYiKijLbOfX1wQcfwMfHBxcvXrR0Vepl0Z6knJwcTJkyBR07dsTgwYORmJiIgwcPYujQoQBUP8B58+Zh1qxZ6Nu3L+7fv4/Dhw/D0dERgGqo7tixYxg+fDg6duyIOXPmYNiwYTh69Ci4XHomDiGEEMuTHD6M+3PnoSI3V2N7RU4O7s+dB8nhw2Y7t0AggFgshp+fHyZOnIhJkyZhz549AFQjN6tXr0ZgYCCEQiF69OiBXbt2qfdVKBSYNm0aAgICIBQK0bFjR6xbt67B8yUlJcHT0xMrVqxosNzff/+Nw4cP48svv2x0G83Joj1JmzdvbvBzhmGwbNkyLFu2TOvnfn5+GpO8CSGEEHNjWRZsWZl+ZRUKVQ8Sy2o7EMAAOStWwj40FIwe/7hnhMI6NzQZQigUQi6XAwA++eQTxMbGIioqCsHBwTh16hQmT54MDw8PhIeHQ6lUwtfXFzExMXB3d0dCQgJmzJgBb29vjBs3rs6xT5w4gTFjxiAyMhJvvfVWvXXIycnB9OnTsWfPHtg188nrFr+7jRBCCGlJ2LIy9V1qjT+Yqkfp5hNP6lW844UkMEYGi7Nnz2L79u0YPHgwSkpKsHbtWsTFxSE0NBQAEBgYiNOnTyM6Ohrh4eHg8/kay+UEBAQgISEBMTExdULS3r17MWXKFERHR2PChAn11oFlWURERGDmzJno27cv7ty5Y1RbmgqFJEIIIaSV2r9/PxwcHFBRUQG5XI7Ro0dj/fr1uHr1KsrLy9XTW6rIZDL06tVL/X7jxo344YcfkJGRgbKyMshkMvTs2VNjn8TEROzfvx87d+7ESy+91GB91q9fD4lEgkWLFpmsjeZEIYkQQggxACMUouOFJL3Klp4/j7sz3tRZzm9TNOz69tXr3IYYNGgQoqKiwOfz4ePjAz6fDwBIT08HABw4cABt2rTR2EcgEAAAYmJiMH/+fHz11VcIDQ2Fo6Mj1qxZg8TERI3y7du3h5ubG7Zs2YKRI0fCxsam3vrExcXhzJkz6nNU6du3LyZNmoRt27YZ1D5zo5BECCGEGIBhGL2HvOz79wdPLEZFTo72eUkMA56XF+z799drTpKh7O3tERQUVGd7SEgIBAIBMjMzER4ernXf+Ph4hIWFYdasWeptaWlpdcq5u7sjNjYWAwcOxPjx4xETE6MOY7V9++23+Pzzz9XvHzx4gOHDh+P3339Hv379DG2e2VFIIoQQQsyE4XLh9dEi3J87D2AA1MxJlROwvT5aZJaA1BBHR0csWLAA8+fPh1KpxIABAyCRSJCQkAAHBwdMnToVQUFB+Omnn3Do0CEEBATg559/xrlz5xAQEFDneJ6enoiLi8OgQYMwYcIE7NixAzxe3YjRtm1bjfcODg4AVL1Rvr6+5mlsIzS7xSQJIYSQ1sRp2DC0WfcNeB6eGtt5Xl5os+4bs66T1JDPPvsMS5YsQWRkJDp37ozhw4fjzz//VIegmTNnYuzYsRg/fjz69euHx48fa/Qq1SYWixEXF4dLly5h0qRJUJh5scymwLCstv4/6yKRSCASiVBYWGg1jyiRSxXYNFe1fMKMdeHgC2hdKUIIqa28vBzp6ekICAiAra1to46lKCpS38XmtynabENsrU1DvwNzX7+pJ4kQQghpAjUDkV3fvhSQWgCak0QIIYQ0AY6dHTpfv2bpahADUE8SIYQQQogWFJIIIYQQQrSgkEQIIYQQogWFJEIIIYQQLSgkEUIIIYRoQSGJEEIIIUQLWgKAEEIIaQK0iG/LQz1JhBBCCDFKREQExowZY+lqmA2FJEIIIaQJKJXVTwF7kFqg8d4cIiIiwDAMGIYBn89HYGAgFixYgJKSErOeV5d27dqp61X1+vDDDy1ap/rQcBshhBBiZmnJuYj//ab6/f4NF2HvLMDT44PRvpdnA3s2zogRI7B161bI5XLEx8fjjTfeQElJCaKiosx2Tn18+umnmD59uvq9g4ODBWtTP+pJIoQQQswoLTkXB6Mvo6RAprG9pECKg9GXkZaca7ZzCwQCiMVi+Pn5YeLEiZg0aRL27NkDAGBZFqtXr0ZgYCCEQiF69OiBXbt2qfdVKBSYNm0aAgICIBQK0bFjR6xbt67B8yUlJcHT0xMrVqxosJyjoyPEYrH61VxDEvUkEUIIIQZgWRYVMqVeZZVKVqMHSZv431Ph28kVHA6j83g8Gw4YRne5+giFQsjlcgDAJ598gtjYWERFRSE4OBinTp3C5MmT4eHhgfDwcCiVSvj6+iImJgbu7u5ISEjAjBkz4O3tjXHjxtU59okTJzBmzBhERkbirbfearAeX3zxBT777DP4+fnhlVdewfvvvw8bGxuj22UuFJIIIYQQA1TIlOq71EyhpECKH+af0qtsY+6KO3v2LLZv347BgwejpKQEa9euRVxcHEJDQwEAgYGBOH36NKKjoxEeHg4+n4/ly5er9w8ICEBCQgJiYmLqhKS9e/diypQpiI6OxoQJExqsx9y5c9G7d2+4uLjg7NmzWLRoEdLT0/HDDz8Y1S5zopBECCGEtFL79++Hg4MDKioqIJfLMXr0aKxfvx5Xr15FeXk5hg4dqlFeJpOhV69e6vcbN27EDz/8gIyMDJSVlUEmk6Fnz54a+yQmJmL//v3YuXMnXnrpJZ11mj9/vvr77t27w8XFBS+//DK++OILuLm5Na7BJkYhiRBCCDEAz4aDGevC9Sr7ILUA+zdc1Fnuhbd7wCfYWa9zG2LQoEGIiooCn8+Hj48P+Hw+ACA9PR0AcODAAbRp00ZjH4FAAACIiYnB/Pnz8dVXXyE0NBSOjo5Ys2YNEhMTNcq3b98ebm5u2LJlC0aOHGnwsNlTTz0FALh16xaFJEIIIaQlYxhG7yEvvxBX2DsLUFIgrbeMg4sAfiH6zUkylL29PYKCgupsDwkJgUAgQGZmJsLDtQe++Ph4hIWFYdasWeptaWlpdcq5u7sjNjYWAwcOxPjx4xETE6MOY/pITk4GAHh7e+u9T1Ohu9sIIYQQM+FwGDw9PrjBMgPGBZslIDXE0dERCxYswPz587Ft2zakpaUhOTkZ3333HbZt2wYACAoKwvnz53Ho0CHcvHkTixcvxrlz57Qez9PTE3Fxcbh+/TomTJiAiooKreX++ecffP3110hJSUF6ejpiYmLw5ptvYtSoUWjbtq3Z2mssCkmEEEKIGbXv5YkRb3aFvbPmMJSDiwAj3uxq1nWSGvLZZ59hyZIliIyMROfOnTF8+HD8+eefCAgIAADMnDkTY8eOxfjx49GvXz88fvxYo1epNrFYjLi4OFy6dAmTJk2CQqGoU0YgEOD333/HwIEDERISgiVLlmD69On47bffzNbOxmBYljXvkp8tgEQigUgkQmFhIZycnCxdnSZBzxAihBDdysvLkZ6ejoCAANja2jbqWNKyCvVdbC+83cNsQ2ytTUO/A3Nfv2lOEiGEENIEBEIeZm981tLVIAag4TZCCCGEEC0oJBFCCCGEaEEhiRBCCCFECwpJhBBCCCFaUEgihBBCCNGCQhIhhBBCiBYUkgghhBBCtDB4naTCwkLs3r0b8fHxuHPnDkpLS+Hh4YFevXph+PDhCAsLM0c9CSGEkBZNXl6Ob6e+DACYs20X+I1cnJKYn949SVlZWZg+fTq8vb3x6aefoqSkBD179sTgwYPh6+uL48ePY+jQoQgJCcHvv/9uzjoTQgghLY5SWf2YjnvXLmu8b6kiIiIwZswYS1fDbPTuSerRowdee+01nD17Fl27dtVapqysDHv27MHatWtx9+5dLFiwwGQVJYQQQlqq1MQExG2NVr+PXbUMDq7ueDZiBoL7mWcEJiIiQv2wWh6PBz8/P4wdOxbLly+Hvb29Wc6prwMHDuDTTz/Fv//+C3t7ezzzzDOIjY21aJ200TskXblyBR4eHg2WEQqFmDBhAiZMmICHDx82unKEEEJIS5eamIB9a1fW2V6c9wj71q7EqHc/MltQGjFiBLZu3Qq5XI74+Hi88cYbKCkpQVRUlFnOp48//vgD06dPx8qVK/Hss8+CZVlcunTJYvVpiN7DbboCUmPLE0IIIS0By7KQl5fr9ZKWlmj0IGkT92M0pKUleh3P0GfSCwQCiMVi+Pn5YeLEiZg0aRL27Nmjbsfq1asRGBgIoVCIHj16YNeuXep9FQoFpk2bhoCAAAiFQnTs2BHr1q1r8HxJSUnw9PTEihUrtH5eUVGBuXPnYs2aNZg5cyY6dOiAjh074uWXXzaoXU3FqAfcbtu2De7u7hg5ciQA4IMPPsCmTZsQEhKC3377Df7+/iatJCGEENJcVEil6gnYplCc9xgbXh+vV9nGTvgWCoWQy+UAgE8++QSxsbGIiopCcHAwTp06hcmTJ8PDwwPh4eFQKpXw9fVFTEwM3N3dkZCQgBkzZsDb2xvjxo2rc+wTJ05gzJgxiIyMxFtvvaX1/BcuXMD9+/fB4XDQq1cvZGdno2fPnvjyyy/RpUsXo9tlLkYtAbBy5UoIhUIAwD///IMNGzZg9erVcHd3x/z5801aQUIIIYQ03tmzZ7F9+3YMHjwYJSUlWLt2LbZs2YLhw4cjMDAQERERmDx5MqKjVT1ffD4fy5cvxxNPPIGAgABMmjQJERERiImJqXPsvXv3YtSoUYiKiqo3IAHA7du3AQDLli3DJ598gv3798PFxQXh4eHIy8szT8MbwaiepLt37yIoKAgAsGfPHrz88suYMWMG+vfvj4EDB5qyfoQQQkizwhMIMGfbLt0FobqLLXbVMp3lxn64DL6dtd8UVfvchti/fz8cHBxQUVEBuVyO0aNHY/369bh69SrKy8sxdOhQjfIymQy9evVSv9+4cSN++OEHZGRkoKysDDKZDD179tTYJzExEfv378fOnTvx0ksvNVgfpVIJAPj444/xf//3fwCArVu3wtfXFzt37sSbb75pUPvMzaiQ5ODggMePH6Nt27Y4fPiwuvfI1tYWZWVlJq0gIYQQ0pwwDKP3kJd/j15wcHVHcd6jess4urnDv0cvcDhcU1VRbdCgQYiKigKfz4ePjw/4fD4AID09HYDqLrM2bdpo7COoDGIxMTGYP38+vvrqK4SGhsLR0RFr1qxBYmKiRvn27dvDzc0NW7ZswciRI2FjY1Nvfby9vQEAISEhGucLDAxEZmZm4xtsYkYNtw0dOhRvvPEG3njjDdy8eVM9N+nKlSto166dKetHCCGEtFgcDhfPRsxosMygqTPMEpAAwN7eHkFBQfD391cHJEAVUgQCATIzMxEUFKTx8vPzAwDEx8cjLCwMs2bNQq9evRAUFIS0tLQ653B3d0dcXBzS0tIwfvx49Zwnbfr06QOBQIAbN26ot8nlcty5c6dZzmc2KiR99913CA0NxcOHD/HHH3/Azc0NgGpW+4QJE0xaQUIIIaQlC+4XhlHvfgQHFzeN7Y5u7ma9/b8hjo6OWLBgAebPn49t27YhLS0NycnJ+O6779RrKwUFBeH8+fM4dOgQbt68icWLF+PcuXNaj+fp6Ym4uDhcv34dEyZMQEVFhdZyTk5OmDlzJpYuXYrDhw/jxo0b6jlMr7zyinka2whGDbdJJBJ8++234HA0M9ayZctw9+5dk1SMEEIIaS2C+4Whbbce6rvYxn64zGxDbPr67LPP4OnpicjISNy+fRvOzs7o3bs3PvroIwDAzJkzkZKSgvHjx4NhGEyYMAGzZs3C33//rfV4YrEYcXFxGDhwICZNmoTt27eDy63bvjVr1oDH42HKlCkoKytDv379EBcXBxcXF7O21xgMa+iiCwC4XC6ysrLg6empsf3x48fw9PSEQtGyllqXSCQQiUQoLCyEk5OTpavTJORSBTbNPQkAmLEuHHyB5f5DJYSQ5qq8vBzp6ekICAiAbSOftUbPbjNOQ78Dc1+/jepJqi9XFRcXN/r/RIQQQkhrxLe1xXu/77d0NYgBDApJ7777LgDVzP4lS5bAzs5O/ZlCoUBiYmKdWwMJIYQQQloig0JScnIyAKifs1LzNj8bGxv06NGDHmpLCCGEkFbBoJB0/PhxAMDrr7+OdevWWc38neZCqWSRlVqAEokU9k4CeAc7g8NhLF0tg7WWdhBCCGndjJqTtHXrVlPXg+iQlpyL+N9TUVIgVW+zdxbg6fHBaN/Ls4E9m5fW0g5jNCYcUrAkhJCmp3dIGjt2LH788Uc4OTlh7NixDZaNjY1tdMVItbTkXByMvlxne0mBFAejL2PEm11bRMBoLe0wRmPCoTUHS0IIsSS9F5MUiURgGEb9fUMvYjpKJYv431MbLHM6JhVKpcErOTSp1tIOY1SFw5ohB6gOh2nJuWbZlxBCSOPo3ZNUc4iNhtuaTlZqQZ0LZG3F+VJkpRagTcfmtxBXldbSDkPpGw4DenjUGT5rzL6EkOZHKVPgwZIEAIDPp2Hg2ND6dM2dUXOSSNMpkTQcLAwtZyn61q+4oNzMNWla+obDfetSYOfIB8uq7h5lWaBUIrXKYEkIIc2FUSEpJycHCxYswLFjx5Cbm1tnccmWtuJ2c2bvJDBpOUuxc6r/qdA1ndpxE7kZRejYTwyPto7qId6WSKlkce9Gnl5l79/IN/o8967nQRwkApdb/+g5TRonxPLYGtMJpOmFsA12AdPC/1uKiIhAQUEB9uzZY+mqmIVRISkiIgKZmZlYvHgxvL29W/SFrLnzDnaGvbOgwR4FBxfVhau5kpVX4NLxe7oLMoCsTIF/4+7h37h7cBHbocOTYnR40gtO7kLzV9QEFHIl7t3Ix+3kXKT/+whlRfU/DbumruFt4OxlB4ZhwDAAw2FQkFuKi0d1Pwvx/N8Z+PfEfbTt4op23dzh38UNtg7VT/umSeOEWF7Z5UfI35emfv946xVwRTZwfrE9hF3dzXLOiIgI9cNqeTwe/Pz8MHbsWCxfvhz29vZmOacuJ06cwKBBg7R+dvbsWTzxxBNNXKOGGRWSTp8+jfj4eFpduwlwOAyeHh+s9a6wKj0G+zXbf9kX5JTir42XkJ9VAoYDsMr6yw57owv4NlzcSMxG+sVHyM8uReK+20jcdxveQSJ07CdG+96esLXn138QC5BLFci88hhpyQ+RcekRZOXVPak2Qi6UChYVsvob7uAiwNPjO2idk3TrfG6DAZlnwwGXz4G0pAK3zufi1vlcMAwgbi9Cu27u4PAY/G/nrTr76XNHoTXfjUiIKZVdfoTHv1yrs11RKMPjX67BbXJnswWlESNGYOvWrZDL5YiPj8cbb7yBkpISREVFmeV8uoSFhSErK0tj2+LFi3H06FH07dvXInVqiFEhyc/Pr97ntxHTa9/LEyPe7FrnX/RcHgNFBYurpx8gZIAPbGyb1xSz9IsPcXTrVcjKFbAX2WDEm91QUiit0w4HFwEGjKvumWjXzR2ysgqkJT/EjcRs3L+Zj6xbhci6VYhTv99Eu27u6NhPDP8ubuDy9b5B06TKS+S4c+kRbic/RObVPCjk1SHITmSDwJ4eCOzlAZ9gZ9z591GDIXfAuGCtIVefgDzk9RAE9PBA7h0J7vz7CHcuPcbj+8Xqn5cu8b+nwrezK3g8DhhOZS8Ww9CkcUIawLIsWHkD/+KrWVbJavQgaZO/Lw02Qc56Db0xfI5BozcCgQBisRgAMHHiRBw/fhx79uxBVFQUWJbFmjVrsHHjRmRlZaFDhw5YvHgxXn5Z9RBehUKBGTNmIC4uDtnZ2Wjbti1mzZqFuXPn1nu+pKQkPPfcc5g7dy4+/vjjOp/b2Nio6wMAcrkc+/btw9tvv90sR6WMuqp+8803+PDDDxEdHY127dqZuEpEm/a9PBHQw0Njboiz2A47I88jP7sUJ369gaH/CWkW/ydjlSzOHkjH+QN3AADeQSIMn94V9iLVvKna7dA2x8VGyEPnMG90DvNGcX45bp7Lwc3EbDy+X4LbyQ9xO/khBHY8BPXxRMd+Yojbi8ze9pJCKdIvPsLt5Fzcv1GgsVyBk7st2vfyRGAvD3i1c9L4Y1dfyK0dDrXRd19xoAjiQBGeGtMeRXnluPPvI1w/k43cO5KG21QgxQ/zTmlsU9WdbbDXD6BJ48R6sXKl+i41U1BKZMha9o9eZX0+DQPTiLvihEIh5HLVNIBPPvkEsbGxiIqKQnBwME6dOoXJkyfDw8MD4eHhUCqV8PX1RUxMDNzd3ZGQkIAZM2bA29sb48aNq3PsEydOYMyYMYiMjMRbb72lV3327duHR48eISIiwug2mZNRIWn8+PEoLS1F+/btYWdnBz5fc/gjL0+/yapRUVGIiorCnTt3AABdunTBkiVL8NxzzwFQpfXly5dj06ZNyM/PR79+/fDdd9+hS5cu6mNIpVIsWLAAv/32G8rKyjB48GB8//338PX1NaZpzRqHw9S5IA17owv2rE1G6rkctOngjC5Pt7FQ7VSkpXIc2XIVGZcfAwC6DfJF/5eDNCYVa2tHQxxcbNF7mD96D/PHo3vFuJmYjZtns1FSKMOV+Ae4Ev8ATu626PCkGB37ieHsZVfvsQydhFz4sAy3U1ShLDu9EKjRgerWxr6yx8gTbm3sGwxp2kKuvhOgDd3X0dUW3Qb6QmDPw5HNV3UevzbWgLWqmvtdlYSQamfPnsX27dsxePBglJSUYO3atYiLi0NoaCgAIDAwEKdPn0Z0dDTCw8PB5/OxfPly9f4BAQFISEhATExMnZC0d+9eTJkyBdHR0ZgwYYLeddq8eTOGDx8OPz8/0zTSxIzuSTIFX19frFq1CkFBQQCAbdu2YfTo0UhOTkaXLl2wevVqrF27Fj/++CM6dOiAzz//HEOHDsWNGzfg6OgIAJg3bx7+/PNP7NixA25ubnjvvffwwgsvICkpCVxu61+DwifIGU+NDsQ/u9MQ/3sqPNs5wcPP0SJ1eXy/GH9tvATJwzJw+RwMmtQRHZ/yNuk53H0d4O4bhKdeao/7N/NxMzEbaRceQvKoHOf/uoPzf92BZzsndOznhaA+Xhp31ekzCZllWeQ9KFEFo5SHeHS3WOP8XgFOCOzlgcCeHnD2rD+MaWNoOGzsvvre8Thydnd4txeBVapCJKtk8eBWAQ7/cMVk5yCkNWH4HPh8GqZXWWl6IR5v1f3fktvrXSAI0L0YM2PgFIP9+/fDwcEBFRUVkMvlGD16NNavX4+rV6+ivLwcQ4cO1Sgvk8nQq1cv9fuNGzfihx9+QEZGBsrKyiCTyerMR05MTMT+/fuxc+dOvPTSS3rX7d69ezh06BBiYmIMalNTMiokTZ061SQnf/HFFzXer1ixAlFRUThz5gxCQkLwzTff4OOPP1Y/BmXbtm3w8vLC9u3b8eabb6KwsBCbN2/Gzz//jCFDhgAAfvnlF/j5+eHo0aMYPny4SerZ3PUa2hZZtwpw59JjHNp0Ga989AQEwqadn5R6PgdxP11DhUwJR1dbPDezGzzami+scTgM/Dq5wq+TK56ZoMCdi49wIzEbmVfzkHtHgtw7EpzeeQttQ1zRsZ8YLFitvSpVk5BDx7SHtEyOtOSHKMwtU3/OcBi06eCMwJ4eCOjhAQeXlhMK9L0zsm0Xtzq9Uu17e8Le+VaLvquSEHNhGEbvIS/bYBdwRTZQFMrqLcMVCcy2HMCgQYMQFRUFPp8PHx8f9chPeno6AODAgQNo00ZzBEIgUP2di4mJwfz58/HVV18hNDQUjo6OWLNmDRITEzXKt2/fHm5ubtiyZQtGjhwJGxv9lnzZunUr3NzcMGrUqMY202yMupJmZmY2+Hnbtm0NPqZCocDOnTtRUlKC0NBQpKenIzs7G8OGDVOXEQgECA8PR0JCAt58800kJSVBLpdrlPHx8UHXrl2RkJBQb0iSSqWQSqv/+EskDc/baO4YDoPBESH4fcVZFD4sw/Gfr2H49K5NMj9JqVDizJ7bSD6i+v+EbycXDHujC4QO+v1HYgp8Gy6Cn/BC8BNeKJXIcCspBzfOZCM3owgZlx+rh/4a8s+e6omVXB4HfiGuqmDU3V3jdvqWRJ+J342ZNF7fvoSQagyHgfOL7bXe3VbF+cVAs62XZG9vrx6tqSkkJAQCgQCZmZkIDw/Xum98fDzCwsIwa9Ys9ba0tLqT0N3d3REbG4uBAwdi/PjxiImJqTMNpzaWZbF161a89tprOstaklEhqV27dg1egA1ZTPLSpUsIDQ1FeXk5HBwcsHv3boSEhCAhQTUpzsvLS6O8l5cXMjIyAADZ2dmwsbGBi4tLnTLZ2dn1njMyMlJjnLU1sLXnY/j0rtj95QWkXXiISyfuofsg847xlhXLcPiHK7h3XbUQYq9hbfHU6EBwGljU0NzsnGzQfZAfug/yQ352CW6ezcHV0/dRKtG9XlGbDs7o8kwb+Hd1a3Z3ChqrKSaNE0IaJuzqDrfJnZG/Lw1KSXWPElckgPOLgWa7/b8hjo6OWLBgAebPnw+lUokBAwZAIpEgISEBDg4OmDp1KoKCgvDTTz/h0KFDCAgIwM8//4xz584hICCgzvE8PT0RFxeHQYMGYcKECdixYwd4vPr/jsbFxSE9PR3Tpk0zZzMbzagrQXJyssZ7uVyO5ORkrF27FitWrDDoWB07dkRKSgoKCgrwxx9/YOrUqTh58qT689phjGVZnT0kusosWrQI7777rvq9RCJptpPGDCEOECFsbBBO70zF/3bdgleACF7tnMxyroeZRfh74yUU5ZWDJ+Bi8GudEdSneV00XcT26DcqEC5iOxzZonsCc8jTPgju66WzXEtjiknj+9en4O61fIQM8EH4xI7Ug0SIgYRd3WET5Ky+i83t9S4WX3H7s88+g6enJyIjI3H79m04Ozujd+/e+OijjwAAM2fOREpKCsaPHw+GYTBhwgTMmjULf//9t9bjicVixMXFYeDAgZg0aRK2b99e79zgzZs3IywsDJ07dzZb+0zBqJDUo0ePOtv69u0LHx8frFmzRj2HSB82NjbqrsC+ffvi3LlzWLduHRYuXAhA1Vvk7V09+Tc3N1fduyQWiyGTyZCfn6/Rm5Sbm4uwsPon1QkEAvWYa2vT/VlfPLhVgNvJD3Fo02WM+/gJky++eP1MFk78egMKuRIiDyGem9kNbm0cTHoOU6paekBnuVY8Cbmxk8btnVU/Gyd3WwpIhBipZiASBIjMHpB+/PHHhuvDMJgzZw7mzJmj9XOBQICtW7fWeah9ZGRkvefw9vbGjRs3dNZt+/btOss0ByYdF+nQoQPOnTvXqGOwLAupVIqAgACIxWIcOXJE/ZlMJsPJkyfVAahPnz7g8/kaZbKysnD58uUGQ1JrxjAMnn2tM5zcbVGUV45j266ZbOFPRYUSp367gWM/XoNCrkS7bm54ZVHfZh2QgOoJzA2hScg6NIP1twhp6Tg2XPiuehq+q54GpxFrHZGmY1RPUu2JzizLIisrC8uWLUNwcLDex/noo4/w3HPPwc/PD0VFRdixYwdOnDiBgwcPgmEYzJs3DytXrkRwcDCCg4OxcuVK2NnZYeLEiQAAkUiEadOm4b333oObmxtcXV2xYMECdOvWTX23mzUSCHkYMaMb/lidhDv/PkLKkbvoNczwyfQ1lRRKcei/l9WrOD8xsh2eGBnQIh7OSJOQG49+MoQQa2RUSHJ2dtY6V8jPzw87duzQ+zg5OTmYMmUKsrKyIBKJ0L17dxw8eFC9bsMHH3yAsrIyzJo1S72Y5OHDh9VrJAHA119/DR6Ph3HjxqkXk/zxxx+tYo2khni0dcSAccE4uf0G/tmTBnGgE7yDnI06VvbtQvwdfQmlhTLY2HIx5D9dENC96ScaNgZNQm6kyv/c6WlEhBBrwrBGjMXUnFgNABwOBx4eHggKCmpwNntzJZFIIBKJUFhYCCcn80x0tgSWZXFky1WknsuBvbMA4z9+AkJH1a35cqkCm+aqfo8z1oWDL6gbKlmWxZX4B4j//SaUChYu3vZ4fma3Ble0bu4MXXGbqMT9fA3X/peFfqMC0ff5dpauDiFNpry8HOnp6QgICICtra2lq2OVGvodmPv6bVSiqW9NBdK8MAyDgZM64mFmEQpySnF061W88HYPvYbIKuQKnNpxE9f+p3pac/veHnj2tc4t/tb4xkxgtmbV/4+hriRineih7pZjyZ+93hO3//lHv4fvAUBJSQmuXNG9DDsxPxtbHkbM6Aoen4PMq3lIOpihc5+ivHLs/vICrv0vCwwDhL7UHsOnd23xAYk0QuXwOl0niLWpWuiwtLTUwjWxXlU/e0ssOqn3Ve+1115Du3btMH36dDz//PNwcKh7R9PVq1fxyy+/YOvWrVi9erXGg2iJ5bi1ccAzEzog7qfrOPvnbXi3F8GznvWT7t/Ix6EfLqOsSA6BPQ/Dp3WFX4hrE9eYNDs0IkmsFJfLhbOzM3JzcwEAdnZ2TfI0A6LqQSotLUVubi6cnZ0tMtdY75B09epVREdHY8mSJZg0aRI6dOgAHx8f2NraIj8/H9evX0dJSQnGjh2LI0eOoGvXruasNzFQ5zAfPEgtwPV/snF48xWMea+3+rMHqQXw7eyCS8fvISE2DayShbufA557sxuc3IUWrDVpLqouCdSTRKyRWCwGAHVQIk3L2dlZ/TtoakZN3L5w4QLi4+Nx584dlJWVwd3dHb169cKgQYPg6tryeh1a68Tt2uQyBXatOo+8ByXg8BgoK6p/9Tw+BxVyJQCgQz8vDJzUCXxax4NUOrH9Bq6cuo8nRrbDky8GWro6hFiEQqGAXK77EUfEdPh8foM9SM1y4nbv3r3Ru3dv3QVJs8K34aLLAB/Ex6RqBCQA6oDUKcwbz07pRN3JRIO6J8mitSDEsrhcrtUvL2NtaCauFVEqWVw4nNlgmXvX8sCy5l1gmVUoUHo+CRUPH4Ln4QG7vn3A0B+e5o0yMyHEClFIsiJZqQUaCylqU5wvRVZqgdluk5ccPoyclZGoyM5Wb+OJxfD6aBGchg0zyzlJ46kzEnUlEUKsiEmf3UbMi1UoUJJ4FoX7D6Ak8SxYhcKg/UskDQckQ8sZSnL4MO7PnacRkACgIicH9+fOg+TwYbOcl5gADb8S0iBFURGudeqMa506o/jUKYP/PpPmiXqSWghT9MDo+5R7fcsZglUokLMyUvvtUZXjezkrI+E4eHCrHXprDcOMtKAeIXVJDh9Gzucr1O/vzniTeshbCQpJLUBVD0ztgFHVA4N13+j1H6J3sDPshCxKS6G9Z4BlYWenKmcMVi6HQiKBolACpaSw8vtCKAolKLt6pU4PUu1zV2Rno/R8Euz7PWnU+ZuzFj/MSDO3CdHKVH+fSfNkdEg6duwYjh07htzcXCiVSo3PtmzZ0uiKERVT9sAwrBLBqbtwsc3LqDM7u/L4wam7oMjrgYqSEnXAUUgKoawReNTvCyqDkEQCZWEhlCZYkfb+u+9C2KMHBO3bQxAcBEFQEGwCA8Ex0TOTLNGbY4o/oo2td2P3p4xESF3UQ976GRWSli9fjk8//RR9+/aFt7c33S5uRqXnk/TqgbkzaTJ4Lg1Ptq7Iz4fbrRR0LchHatArkNpWlxdI8xF8axfcHl3ErQFPN6rOHEdHcJ2cwBE5geskAlckgrK8HCW1HoysjeLxYxTHxaE4Lq7GATng+/lCEBQMQVBQ5au9KjwJ9B8atERvjin+iDa23iZpN6UkYsWUUikUeXlQ5OejIj8firx8KPLzUXb5kl5/n4vj4+E4cGCT1ZeYjlGLSXp7e2P16tWYMmWKOerU5JrzYpKF+w/gwYIFJj8uCwYFzkGQ2jhBIJPAueAWmBpXQI6dHTgiEbhOTqqXswgcp6rQ4wSuqMZ7Z1U5jpMTuI6OYHh1szerUODW4CGoyMnRHhgYBjwPD3ivWgXZ7duQ3kqF9NYtyFJvQVFYqL0RHA5s/PxgE1wVnIIhCA6CTUAAODY2GkXr682p6k1rY4IucVaphLKkpMZwYxFKk87j0foNOvf127IFDmGhdbY3tt6maDerUODEdwm4elWOrt34eGZmGP2rmLRYrFKp6hXPVwWdisrwo8gvUAWhgnxUVIagqlDEmqCXnOvqCpt27WDj7696tfNXvW/bFhw7OxO0zDqZ+/ptVEhyc3PD2bNn0b59e5NXyBKac0gqSTyLzKlTdZZz/c9/IAgMUL/X9muVpqcjf8tWncfy2/wDHPr3N6yielBfsAHNi3YDF2yWZaF49AjStDRIU29Beqv6pWwoPLVtqwpMlcN1uau+gOLxY+3lGQY8Ly8EHTsKKBRQFBWpgk6RpHqOVZHqq6JIUjn0WPl9YWWZoiIoi4qAWkPPemMY8Dw9wRN7ge8lBs/LCzxPDzz+YXP97axRb22hRR1M6/uXro79gepeqGv2YbjrNxhtMw+jU2liy5lLRVo9ZVkZFHl5qMgvgCI/r0b4qQo6earen6oQVFho3H+nPB54Li7gVr1cXcDKZCg+Fqd7X12H9vSsDlDtqkJUO/D9/AzqLbdGzTIkLVy4EA4ODli8eLHJK2QJzTkk6dUDo+NCZ45jGctUQ14sy6Li4UPI1KEprTo8SSTGVc7GBpDJjNu3BsbWFlxHR3BETgAYyG7davQxG8L18ADXzg7gcgEOA4bDBbhcKMvKIL9zR+f+9YXimr1Qqe3HVoakIwhK3wvANL1vhNTEKhRQFBToDjpVw175+WDLy406F8fJCVwXZ/CcXcB1dQXXxQU818oA5KwKQTyX6s84Dg51ppbo+zc1YO8eyO/egyzjDmR37kCWkaF63cmo/x9Blfvzvb2re538/cGv6ony9QXD5xvV9takWYakuXPn4qeffkL37t3RvXt38Gv9otauXWuyCjaF5hySAON6YJriWMYy5+RplmVRkfsQ0lup6gBVcvYc5BkZBh1HPa+qarjRyQkcJ0f1cKPqcxG4To6qMiKRKhg5OWn8y0/fP6LtdvyGioePUJGTDXl2DipyslGadAFlFy409keiF55YDL5vG9j4+oHv5wt+mzbIXb0Girw8AEBq+5dw12+IKiTd3mNwOLfU0getYdkFYzSHdrMsC7a0VB1mVL099Q9rKfLyoJBIjHqKMsPnawYd5+reHtU2V/U21efOJgsY1X9TWc05e3r+Ta3Iz4e8KjRlZKhC1B3V98qSkvpPzOWq/pv1968xjNcONu38wff2tor/nwPNNCQNGjSo/gMyDOLiGt/92JSae0gCTDvpWHL4MLJXrIQiJ6fRx2oJ9B2y9PlyDRyeflr1L0YT/oExNpjqW2+vxZ/AtlMn1eJ1ShZQKsAqlCi/dhUP135tiibgVuBLyGw7BG0zjyLo9m719rbbtjW4ZIMllz5o8csuGMlc7WblcigKCqqDTuXQlmpOT0GNHp/q3h7WyJ5ZrkhUGXJcK4e3nMFzcVUHH/WwV2X44djbWfQGoqp1kipyc9XbGvszZ1kWisePq3ue7tQIUZmZDfagMXw++G3b1pj/VD2Ux/P0BMNpPetIN8uQ1Nq0hJAEmPZfh7JSGXa+vgUCmQRD33saTqFPttp/ebTUYcbG1lvvXqydMah48ACyu/cgv3cXsnv3UJacAllamrrorcAxyGw7FH53jyI4rTokMY6OEHbuDJv2gRAEtoegfSBs2rcHz9MTRUeOmH2yfH2aYqJ+c6Rvu1mWVd1kkFdf0Km+g6tqaMvYYWxGIKgMO/UEHZfKz6oCkUik9eaP5q4pe+9YpRIVubkavU5VAUp+9y5YubzefRlb2+rwVBWgKudBcd3cWtzd6s0+JN27dw8Mw6BNmzamqlOTaykhyZTkUgU2zVXdkj9jXTj4gtYZkKq01GHGxtbbVL1Y1SHpGILTYhusMwAw9vaqXoQG/lhzXV3hvWqVqipKJVilssZXFmCr3tf6XqkEq1Soy6jLK5UAq4SyQoHHUVFQFhfXe26OgwNc//N65b+oG7goNHTBaPCzhnYz8pj1HbRyH1apxOPoaNUNBPXh8cB1dlZNXm7gd9NQ/bjOzppBRz2np0bQca6e30N3bjUtVqGAPCtLFZ7U859UX+X37gMNPC6F4+BQ9+67yvdcZ+ema4QBmmVIUiqV+Pzzz/HVV1+huPIPkaOjI9577z18/PHH4LSwrjwKSa0/JAEtd/jFEusk1e6FuhU4Gplth1WHpMq78dqs+way9DuQ3U6DNO02ZGlpkN29a/xdfqRJMXZ24Dk71zusxXXRnLzMdXJqtT3O1oCVyyG7d6962C4jQzUf6k4G5FlZDc4H44pE6l4nvsYwXjtwHeybsBWazH39NqpP8+OPP8bmzZuxatUq9O/fHyzL4n//+x+WLVuG8vJyrFixQvdBCGliTsOGwXHwYItPaDVUY+ttzP4MlwuvjxapeqE0ejcY9Xuvjz+CXc+esOvZU2NfpUyG/J9+Qu6XX+msG8/HB1xnkeqOPA5H1cvC4Wh+z+WAYTiV25ka33PAcBiAw9XYLn/wQK8J73b9+sGmrV+9nzf478cGP2vgpEYfs8GDAoBqmDRJd7s95s+DaNQoVS+PiVayJy0Dw+dDEBAAQUBAnc+UUinkmZlaJ5BX5OZCUViIsosXUXbxYp19ue7uNZYvaFcdoNr6gSMUNkXTzMaokLRt2zb88MMPGDVqlHpbjx490KZNG8yaNYtCEmm2GC63RT4brrH1NmZ/p2HDgHXfIGdlJJjKizTLADwvrwZ7oTg2NrDt1l2vc/hERpr896HvhHf3WbNa5P8X6qNvu4U9e4Hv7d0ENSItCUcggCA4GILg4DqfKUtKIKsKUDUnkGdkqOa1PXqEskePUJaUVGdfnlhcZ/K4jb+/ag2oWov+GopVKFBy/nyjjqGLUSEpLy8PnTp1qrO9U6dOyKu8ZZgQ0vJV9UJlRScA/8rhOHQ4gt5errMXy65vH/DEYp2Txu369jF5nS15bkuy1nYT8+PY28O2c2fYdu5c5zOFRAJZRqbm+k+VIUopkaAiO1v18PLExFoH5YDv46M9QLVpo3PyftUdhQVZWaZsah1GhaQePXpgw4YN+PbbbzW2b9iwAT169DBJxQghzQPD5cLGxwf4NwM8sZdew3x1huu0TBr3+miRWYY6LXluS7LWdhPL4jo5QditK4TdumpsZ1kWioKCGksYaC6iyZaWQn7vHuT37qHkf//TPCiPBxtfX60TyHne3ig6elT7XZxmYFRIWr16NUaOHImjR48iNDQUDMMgISEBd+/exV9//WXqOhJCLM2Iu4JrDtdpTBrXMVxnCpY8tyVZa7tJ88MwDHiVE//tevXS+KzqiQnyDM2hO9mdDNUaUFJp5ZyoO0Dt56Lz+aq7XZto9SKjQlJ4eDhu3ryJ7777DtevXwfLshg7dixmzZoFHx8fU9eREGJh6tvWDfy7ZMnJ8i11on5jWWu7ScvBMAz4np7ge3rC7oknND5jlUpUZGdr9DqpQ9S9e8YtXdEIRq/Y5ePjQxO0CbE2xjwywoKT5VvqRP3GstZ2k5aPqZyrxPfxgX1oqMZnbEUF8n7djtzIyCarj94h6d9//0XXrl3B4XDw77//Nli2e3f97mwhhLQsVr88PyHEYhgeD7ZabhozJ71DUs+ePZGdnQ1PT0/07NkTDMNoXUeEYRgoGljRkxDSAlXNSaKURAixIJ13cZqY3iEpPT0dHh4e6u8JIdaDMhIhpDmof6Fb89D7+SH+/v7qyZsZGRlo06YN/P39NV5t2rRBRkaG2SpLCLEQ9cRtikmEEMtyGjYMbdZ9A56Xl9nPZdRD1gYNGqR10cjCwkIMGjSo0ZUihDQvRt7cRgghZuE0bBiCjh2Fb/RGs57HqJDEsqzWJ1k/fvwY9vaWe9AdIcTMKCURQpoJhsuFfd++Zj2HQUsAjB07FoBqcnZERAQEAoH6M4VCgX///RdhYWGmrSEhxOLU/yai4TZCiBUxKCSJRCIAqp4kR0dHCGs83dfGxgZPPfUUpk+fbtoaklZHoVTgQu4FPCx9CA87D/T27A0uhxa6a97MP0GSEEKaG4NC0tatWwEA7dq1w4IFC2hojRjsaMZRrDq7CjmlOeptXnZe+PDJDzHEf4gFa0YaRHOSCCFWyKg5SUuXLqWARAx2NOMo3j3xrkZAAoDc0ly8e+JdHM04aqGaEV0YWgOAEGKF9O5J6t27N44dOwYXFxf06tVL68TtKhcuXDBJ5YgmUw5TKZQK3HdKRSlfgvM5dnjS9wmzDnkplAqsOrsKrJarLAsWDBh8cfYLDPIbRENvzRhlJEKINdE7JI0ePVo9UXvMmDHmqg+phymHqY5mHEVk4irkdlEd69jxn8wy5CVXyJFXnoe88jz88+CfOj1INbFgkV2ajQu5F/CE+Il6yxELo4nbhBArwrDani1iZSQSCUQiEQoLC+Hk5GTp6tRRNUxVuxeGqZwosnbgWr3DTWOOpVAqUCAtQF55HvLL85FXnofH5Y/VQahqW155HvLK8lAkLzK0qejt2RtD/Iego0tHdHTtCJFAZPAxWiNLT3a/cCgD/+xOQ6enxBgcEdJk5yWEkIaY+/pt0MTtKnfv3gXDMPD19QUAnD17Ftu3b0dISAhmzJhh0gpaO32GqVadXYUBbQbUuWgyte5IUiqVDR4LAJYmLMXN/JvqMFQVePKl+cgvz9e6b0N4DA8uti6w5dribvFdneUv5F7Ahdzq4VqxvRidXDqho6sqNHVy6YQ2jm3AYYyaTmfRsGHsuZvTZHer/xcVIcSqGNWT9PTTT2PGjBmYMmUKsrOz0aFDB3Tt2hU3b97EnDlzsGTJEnPU1Wyac0/Suexz+M+h/1i6GmoMGDgLnOFi6wJXW9e6L6Hme0cbR3AYDhRKBYb/MRy5pbn1Bi1ngTNe7fgqUgtScT3vOu4X39dazp5vjw4uHdDRpSM6uaoCVJBzEGx5tg3W3ZJhw9hzm7IXsTEuHM7AP7Fp6NhPjCGvt5yeJEv3wBFCzKtZ9iRdvnwZTz75JAAgJiYG3bp1w//+9z8cPnwYM2fObHEhqTl7WPqwyc/5pPhJ9PDoATehmzrsVIUiZ4EzeBzD/2/D5XDx4ZMf4t0T74IBo3HRr7rgLw1dqnHBL5IV4Wb+TVzPu44beTdwI/8GbuXfQom8BMm5yUjOTVaX5TActHNqp+ptcu2kHq5zF7oDqD9sVN1ZZ86wYcy5WZaFRCrBijMrTDLZvbFhoep3ZGhPoiU1px44QkjLZFRIksvl6kncR48exahRowAAnTp1QlZWlulqR+Bh56FXuW8HfYveXr0bLHMh5wLmHJ+j81gze8w0y+TpIf5DsHbgWq0XroVPLqxz4XK0cUQfrz7o49VHvU2ulONO4R3cyL+hCk55N3A97zrypfm4XXgbtwtv4+/0v9Xl3YXu6ODcASkPU0x2Zx3LslCySiihrP6eVYJF9fdVrwplBVYmrmxwiPOT/32C45nHkS+tMc+rLA8ypazhelROdl+SsARD2g5BZ7fO8LLzqnPnqUnCQiPWkrREb44lQ3FzQD1oTa9UXop+2/sBABInJsKOb2fhGhFTMGq4rV+/fhg0aBBGjhyJYcOG4cyZM+jRowfOnDmDl19+Gffu3TNHXc2mOQ+36RqmYsDAy84LB//voF69CaY6VmOY+g84y7J4WPZQ3dtU1fOUIckwqOfDnm8PDsNRB5+aoYdlWSih+r45c7V1RWfXzujs1hmdXTsjrzxPa0gzdLgu5Wgm/rfrFjo86YWh/+mid32aujeHZVkUy4oxau8oPCp7VG85N1s3bBmxBfY8e9jybCHkCcHn8Btc2qSloB40yyiSFiFsh+qxXN8P/h5hPmEUTJuAua/fRoWkEydO4KWXXoJEIsHUqVOxZcsWAMBHH32E69evIzY21uQVNafmHJKA6n8VA5rDHY25u80Ux2ruSuWlSC1IxR83/8DuW7stXZ0GjWg3AqE+oXCzdVPP7UovTMdbR9/SuW+YTxgelj3E7YLbULAKvc9pSCiuCknBT3hh2DT9QlJj51PJlXIUSgtRKC1EgbQABdICSKQS9fdV22t/lSvletWvNi7DhS3PFrZcW3Vwqvq+6r22bbbcyq9V27jV39vybGHHs1PvI+AKzBrEmsscNmtzNOMoIs9GIrc0V72NgmnTaJYhCVA90FYikcDFxUW97c6dO7Czs4Onp6fJKtgUmntIArT/61BsJ9Y6TKXPsSITVyG3rPHHagn0nfz+ef/P0cOjBzgMBwzDgMNwwEGN7xkOGNT4nmHAAafe8gwYnM85r9e5twzfUmeI09Cev/KKcqTmp+Ja3jVcfXwV53POI0OSofPcm4ZuQqhPaL2fK5QK/LX3DDIPSeHalYdxs/rr3WvZ0NpYjjaOmNBpAopkRXXCTqG0EMXyYp11bwwBV4AKZYVBwdIUtAWrOkGrdhluraCmZR8+w8eEvyZoXKhraqqeYmtDwdSymm1IAoCHDx/ixo0bYBgGHTp0gIeHfvNnmpuWEJIA0w5TlZfJ8OnSrSjlSzD+zafNvuK2JVlymLGx525Mz99ft//CwviFOuso4AoQ6hOKMJ8whPmEoa1jW3VvR1U490zrhP53xiLVLQmXex6q91/ILMsipzQH+2/vx7oL63SeWxcGDBxtHOEscIazwBkigQgigUj9vbbtaQVpmHVsls5jVwVTuVKOsooylFeUo7yiXPW9orz6vaIMZfK62zTK19pWrlBtr/rM2N4tc/Cy81IPLXMZrjr0a3zP4ar/AcDhVH9Ws0zN9zW/Mgyjub1yfwaM6rha9qv3eJzK/WocR5/9tH5ftT8021TffjW31df7p+sfAxRMza9Z3t1WUlKCd955Bz/99BOUStUcDS6Xi9deew3r16+HnR1NWDMHLodrsgnVXA4XbSTBAIC+Xq03IAH63Vm38MmFZvkZNPbchk52r0nfSf9ShRQn7p7AibsnAAA+9j4I9QmFA98B265uAwB4opO6zlWTn1c/sxrtRO3Uk+dv5t/EjfwbKJQW6nVeAHhK/BS6eXTTCD01w4+jjaPBvxcvOy942XnpDKa9PVU3OvA5fPBt+HCyMd8/kCqUFZAqpFrDmHqbolboqhHWtJWpHebKFeV61aWh3j2inTqoVQXIyvCkZJUokZfUu1/VzRW/Xf8Ng9oOgqedJ/gcfhPWnDSWUT1Jb775Jo4ePYoNGzagf//+AIDTp09jzpw5GDp0KKKiokxeUXNqKT1JpiSXKrBp7kkAwIx14eALWm9IqmLKIcumPrcxvYj69GJ52nni60FfIzErEf88+AcXci+gQllRp2zXrGcw4M7/4ZbbBRztsK3B83IZLrzsvPCg5IHOdmkbZjQFa5p7VyUxKxFvHH5DZ7mFTyxER9eOULAKKJVK9Q0JCqVC9ZVVqG9Y0PZ9zW0a2yv3V6LG98YcT0s99Dp/jXqwYNXt02e/psKAgbvQHWJ7cfXLTvXV294bYnsx3IRuRi+Wa42a5XCbu7s7du3ahYEDB2psP378OMaNG4eHD5t+bZ/GoJBkHSEJaJkrbjeGoWGhVF6KpJwkxKbG4mjmUfX2rllPY8Cdl5HmlowjHX5Ub7fj2aGLexd0dOmoWuDTtSPaO7cHj+FZ/E5KS4ZiS2gud6+2RFVhiWVZzVBVGbJYsHXCm4JV4OLDi1j8v8U6j+8h9EChtFDnsh4AwOPw4GXnVSdE1QxSTjZOreJOTFNolsNtpaWl8PLyqrPd09MTpaWlja4UIeZiyiHLlnBuQ4fr7Ph2eNr3aRTJijRCElvnG5UloUswMnCk1nNbaoizyhD/IRjkN8hq1guy5LByS1c1fGaoto5tsSF5g17BlMNwkFeeh+zSbGQXZ6u+lqheWSVZyC7JxsOyh6hQVuB+8f16nzgAqCb/e9l5qUNTnZedmNZpMhGjQlJoaCiWLl2Kn376Cba2qkdBlJWVYfny5QgNrf8uGUJI0zMmLNSZz8RUXQA0//XqaVf/nayNmU9lKpYMxZbQHH7m1qRmMK1NWzB1E7rBTeiGLm7al9GoUFbgUdkjjeBUM0jllOYgrzwPZRVluCO5gzuSO/XWzcnGSXuIquyZ8rLzAp9L86N0MSokffPNNxgxYgR8fX3Ro0cPMAyDlJQU2Nra4tChQ6auIyGkkQwNC709exs0+bk+1tab0xzQz7xpVQVTbeskGRpMeRyeOsz0RE+tZaQKKXJKcjRDVGlliCrJQXZJNorlxZDIJJDIJLiRf0PrcRgwcBO6qYNU1RBfzWDlLnS3+vlRRoWkbt264datW/j1119x7do1sCyLV199FZMmTYJQKDR1HQkhTay+oRum8n+A/kM31tab0xzQz7xpDfEfgn7ifk2y4raAK0Bbp7Zo69S23jJFsiKNAFWzR6rqJVPK8KjsER6VPcKlR5e0HofH8OBl76UxR0qjd8pODJFA1KrnRxkckhITE7Fv3z7I5XIMHjwYb7yh+24KQkjLU3PopiYauiGkrpqBqI9XH4v23DnaOMLRxhHBLsFaP2dZFvnSfI3eKI3eqdJsPCx9iApW//lRNYf0vO29NSacm2t+lEKpQFJOklmOXcWgu9t2796NV155Bba2tuDxeCgqKsJXX32FefPmmbGK5kd3t1nP3W3EcAqlAgf/OoM7+6Vw6cTD+Dm6V9wmhLRsNedH1Z5gXtU7lVeep9exnGycNHqfvB2869zBZ+j8qKpHwWQ9zsK1t641j7vbVq5ciYiICGzcuBE8Hg+ff/45Pv/88xYfkggh9eNyuPB3aoc7uAFngTMFJEKsQM35UfWpmh9VMzjV7p0qkhep50fdzL+p9ThV86Nq9j7VnmzuLnRX/+2p71Ew5mBQSLpx4wZ+/fVX8Hiq3d5//30sW7YMjx49gru7u1kqSAixvKopB8Y/xIgQ0troMz+qWFasNUTllOSoJpwXZ2nMj7r8+LLW4/AYHjztPOFl54VredeaJCABBoak4uJiODs7q98LBAIIhUJIJBIKSYQQQgjR4GDjgCCbIAS5BGn9vGp+lMZSBzV6p7JKstTzox6UPNBrJX9TMnji9qFDhyASidTvlUoljh07hsuXq9PfqFGjTFM7QkizwFBXEiHEDBiGgautK1xtXRHiFqK1jEKpwMOyh8guycbfd/7G9mvbm6x+BoekqVOn1tn25ptvqr9nGAYKRdM9C4cQ0gSqMpJla0EIsUJcDlc9P0mulDdpSDJolSilUqnzZUhAioyMxBNPPAFHR0d4enpizJgxuHFDc+GrnJwcREREwMfHB3Z2dhgxYgRSU1M1ygwcOBAMw2i8Xn31VUOaRpqSUgGkxwOXdqm+KilUE0II0a1qoVsGTbM2k0WX0jx58iRmz56NM2fO4MiRI6ioqMCwYcNQUlICQDVWOWbMGNy+fRt79+5FcnIy/P39MWTIEHWZKtOnT0dWVpb6FR0dbYkmEV2u7gO+6QpsewH4Y5rq6zddVdtJs6VeK466kgghFlS10G1TMWrFbVM5ePCgxvutW7fC09MTSUlJeOaZZ5CamoozZ87g8uXL6NJF9ayb77//Hp6envjtt980FrK0s7ODWFz/rYqkGbi6D4h5DXWutJIs1fZxPwEhNJ+teVKlJJqSRAixtJoL3T4oM+9E7mb1UJbCwkIAgKurKwBAKpUCgPohugDA5XJhY2OD06dPa+z766+/wt3dHV26dMGCBQtQVFRU73mkUikkEonGi5iZUgEcXAjtXRGV2w5+aP6hNxrqM0r1UwcoJRFCLG+I/xAc+r9D+G7wd2Y9j0V7kmpiWRbvvvsuBgwYgK5duwIAOnXqBH9/fyxatAjR0dGwt7fH2rVrkZ2djaysLPW+kyZNQkBAAMRiMS5fvoxFixbh4sWLOHLkiNZzRUZGYvny5U3SLpNSKoCMBKA4B3DwAvzDAGMX9lMq4GNzGfacfDAZXCBogPHH0sft44CkocTPApL7wK1jQIdh5qnD1X2qoFazHk4+wIgvmqYHy5S/v6ZGw22EkGaGy+Gij1cfs57DoMeS6INlWaMedjd79mwcOHAAp0+fhq+vr3p7UlISpk2bhosXL4LL5WLIkCHgcFQdYH/99ZfWYyUlJaFv375ISkpC7951n1IulUrVvVSA6rEkfn5+zfuxJKa8wF/dB/bvhWCKTBgWpEVAwV2g8C5QkKl6qb+/C5Tk6j5GFb4dYO+hChIOnqqXvWf19w5e1Z/b6PlMoPqG+qqu/uYe6mvs78/CAev6mSwc+/Ea/EJcMWpOzyY7LyGENMTcjxUzqicpMjISixYtqrNdoVBg8uTJ+O233ww63jvvvIN9+/bh1KlTGgEJAPr06YOUlBQUFhZCJpPBw8MD/fr1Q9++fes9Xu/evcHn85Gamqo1JAkEAggEAoPqaFGmnMtjzLFYFigvUIUdjfBT4/uyfCMbp4W8FCjIUL10sXFoIERVfi90Bf7+APUP9TGqob5OI80TPBr7+zNFQG5kyKoebaOuJEKI9TAqJH3zzTdwc3PDjBkz1NsUCgVeffVVjUUldWFZFu+88w52796NEydOICAgoN6yVQtYpqam4vz58/jss8/qLXvlyhXI5XJ4e3vrXZdmS+dcHgMu8DWOVbevr/L4f84F8m6rhr6qeoEK7wJSPeZt2ToDzn6AqC3g3Fb1vXNbQOQHOLUBNj2jCgZa28KoLvxv/QOUPQaKH6ou6CW5QHGNV0muanvxQ6CiDJAVA3nFqjobrXKo7483ALcggCcAeLaVX2t+39DXGt/X/D009vdnioBsipDF0MRtQoj1MSok/fXXXxgyZAicnZ0xbtw4yOVyjB8/HtevX8fx48f1Ps7s2bOxfft27N27F46OjsjOzgagCkRCoRAAsHPnTnh4eKBt27a4dOkS5s6dizFjxmDYMNW8lbS0NPz66694/vnn4e7ujqtXr+K9995Dr1690L9/f2Oa17xkJOg3l+fnsYC9O8AqK18K1RWt6r1SAZQ+1nEsAGV5wNGl2j+zc68VfmoFIVsdXZ0jvqi84DPQvOhXRrYRqwChSPVyDWz4WCyrGuIrqQxT2kJUcY7qc8kD1c9Dlyuxusvog8OrDk1ggNJHDTVE9fs7uAjw6aX6GQqcVF/59sDf76NRAZnuKCSEEKMZFZL69OmD3bt3Y/To0RAIBNi8eTPS0tJw/PhxeHl56X2cqKgoAKrFIGvaunUrIiIiAABZWVl49913kZOTA29vb7z22mtYvHixuqyNjQ2OHTuGdevWobi4GH5+fhg5ciSWLl0KLreFTIptSHGOfuXST5junL5PAu361whCbQGRr/7zf+oTMkp1Udbaq7HKsIs1w6iChK0T4Na+4bLpp4BtL+pRvzGqYbqKckAhU32tkOr3VVlRfRxlhaqHS1asf3vOGrOuV2XA+nWc6mdgYwfY2KvClY09wBcCf5umF5KeStLCtOSbBAhpRho1cXvfvn34v//7P3Tu3BlxcXEt9iG35p741Sjp8aoFF3XpOw1wDwYYTuWLARhujfcc4FEq8L+vdR9r6n4g4OnG170+Tf0HXKlQLVipa6hv3iXj66GoABTSGuGpMkBl/gPsn697f//+qp6ncolqaLNcourVU8iMq48hdP2+lQrc/Ps0jvypQBt/BmMWPtNyLrjWGBYsfRcnIU2o2UzcHjt2rNbtHh4ecHZ21pifFBtromELovqj7uSj+wL//Br95iRd+l33sfzDGl/vhnC45g1h2s6nz1BfYy6eXJ7qZWOvud29A3Bqje6f+dQ/655f34Dce6qqB0xeWtmDVQrISoD8dODhdd37n/pStV/AM3XrX3nBZXICAbwHZP0LfDOrZVxwrTEs0PAqISald0iqmjhd2/Dhw01WGaKFKS/wNY7FggFjjrDQXJlyqM8Qjfn96RuQX/ha+/76hqz0E6oX10bVoxU8FAgaCjy8BsRMrTx3jZsqDL3gWqI3xxrDgilv8iCEADDDOkktUbMebqui9V/FbYy7wGtdJ8nIY7U0lhp+Mfb3p77YA1oDVkMXe32GGe1cgZDRwK2jqrsZNT7mqie8p5aF4XDh+/DhX8ZLbouh9xClJXpzpMXA+t4Nz+ezFQHhCwEwqhsbwFbf6ICqGx4qt9X3mUa5mseo7zNt+zVwfK31auD4pY+BB8m6fz4vrlcFJTvXmkupE9Iimfv6TSEJLSQkASa9wMvLZNi/cCPsOfl4dtZA8My94jYx/vfXmICsb8hiWdWctVtHgNTDwJ3TGpPRb5WH4VDB+/DhX8FLbp9UH2b8r6oLrraLrakW8KyQqe4QLHkIlDyqfD2sse1x5deHqqBgyIR5a8a1ARzFgKN3ra8+mu8FjhSmSLPVbOYk1bZr1y7ExMQgMzMTMpnm5NILFy40umJEC1PO5eFw8UCmevzLIH8KSE3C2N9fyChVEDEmYOk7zMgwgEcH1St0NnDhF2Df7DqHq/Mvqt8nATxh5dIQNdbHEvmqljVoaOjnwHuqOVBl+dXBpyro1AxE0kL9fk6G8n0ScPFX1YVhVDc3oPIrgxrf1/6M0fIZGvisnuPX+5m2/XQdnwM8ugmcXqu73QIn1c0BCln1orAN4durwpJTVXjSFqjEqrspCWlljApJ3377LT7++GNMnToVe/fuxeuvv460tDScO3cOs2fX/cNKCGmkxgRkY0KWi3+tDVVhR0uPQkUZ8OiG6qU3VrWm1S/abwipg8NTrdNlX/myc1dNVrd3q/zqUf35o1Tgt/G6jzl4SdPeQGBuSgXw7w797uJUVqj+v1CUDRRlVX+VZNV4n60KqPISIC9N9WqIrXN1eHLy0dJL5a1aBZ/LN0PjCTEPo0LS999/j02bNmHChAnYtm0bPvjgAwQGBmLJkiXIy8szdR0JIY1laMiqNWmcqROSKi+4b59XXVRrP67m/gXgcaru8zj6qNZ4snevEXaqgo979XtbZ6DymY06ubTTb8K7ue/ibGqG3CTA4Vb3/DVEVlI3SGkLVBVlqkcXlReoJvzXi1H9TmsGKG2Bys5d/983IWZkVEjKzMxEWJjqD4xQKERRUREAYMqUKXjqqaewYcMG09WQENL06lxwVVSX3RoXXBs7VcipvaCnvnfWjd1k+t6cpljyobky9V2cNvbaf781sSxQXlgjRGVpCVWV3ysrVD2IJblA9r/1H5PDAxzEWob3vAEn7+r3ts40X4qYlVEhSSwW4/Hjx/D394e/vz/OnDmDHj16ID09HTQPnJBWosYFlymv8d+1PhdcfZcvMFdvjqWWfGgOGjOHzRgMAwidVS/PTvWXUypV883qBKgHmu+Lc1VhSnJP9WoIz1ZzOK/2JPSqXqra63+ZgzUuXGoFjApJzz77LP7880/07t0b06ZNw/z587Fr1y6cP3++3kUnCSEtUNUF98hpYLcC8AjRb2Xy5tCb09RhoTlp6gVb9cHhAA4eqpd39/rLKSp7myS1e6VqBaqyfNXK9vl3VK+GCJxq9UppCVSO4srnLRrh6j7g7w9U9arS2hcutRJGhaRNmzZBqVQCAGbOnAlXV1ecPn0aL774ImbOnGnSChJCLIzDBbxCAFwCK3DUP2Q0h96c5hgWSMO4PNX/R5x8Gi4nLweKK8OT5EHdOVNVX2XFqrv5pBLVHYANsXPTDE3aApW9h6qOVaxx4VIrYlRI4nA44NSYVDdu3DiMGzfOZJUihDQvRk/7sObeHGJefFvVJH2Xdg2XkxbpuIuv8qtCqhoOLH0M5Fyu/3gMB7D3VM2NchAD6SdBq5y3XkavkxQfH4/o6GikpaVh165daNOmDX7++WcEBARgwIABpqwjIcTSKlOSUVMOqTeHWJLAUfVyD66/DMuqhu+0TTqvGaiKc1Sr0Bdnq146sYDkPvBtb9X6YUIX1UrnQlfVVzu36u+rvhpyJycxO6NC0h9//IEpU6Zg0qRJSE5OhlQqBQAUFRVh5cqV+Ouvv0xaSUKIZak7kujGDNIaMZWP6LFzBby61F9OqVAtcFoVpq4fAJJ/1n38gjuql36VqRum1F9dVMFK22fGzqciDTIqJH3++efYuHEjXnvtNezYsUO9PSwsDJ9++qnJKkcIIYQ0Gxwu4OileqEnYOOgX0ga+plqjlVZPlCapxrSK8tTfa/+mq+aNwVWta3MwDUHbRwqA5NLrQBVM1S5aPZi2TjQEgo6GBWSbty4gWeeeabOdicnJxQUFDS2ToSQ5qby7yh1JBFSg75LXYTO1m9OUoVMFZZqByh1qKr92WNVeVapmqAuKwYKdTxmpiYOX0tPVT3DgFWBS+jcfOZXKRXAnQSznsKokOTt7Y1bt26hXbt2GttPnz6NwMBAU9SLEEIIad5MvdQFz6ZGT5WelErV42OqeqNqBiiNnqrKkFUVuCrKAaVcNc+qOEf/84EBbEX1zK1qoBeLb2vAOfRQtezCowe6yzaCUSHpzTffxNy5c7FlyxYwDIMHDx7gn3/+wYIFC7BkyRJT15EQYmEMdckTop2ll7rgcFQ9QEIXw/aTldbtlaoTtGr1YkkLAbDVj6DBbf3Px7erFaTqmVtV83uBk/bhwPqWXTADo0LSBx98gMLCQgwaNAjl5eV45plnIBAIsGDBArz99tumriMhxNLUw2003kZIHS1xqQsbO9VL5Kv/PoqKGsOB2nqqas+zqvzKKgB5qeqlaxX1mji8ygBYI1TZioCre9EUAQloxBIAK1aswMcff4yrV69CqVQiJCQEDg4OpqwbISZXVC5Ht2WHAQA/vv4Eng72AJdDvSS60E+IEB2sYakLLq961XR9saxqQnrpYy1zqrQNDVaWkZdWPuvvoeplIQaFpNLSUrz//vvYs2cP5HI5hgwZgm+//Rbu7u7mqh+pQaFkcTY9D7lF5fB0tMWTAa5GX+BLZRUa34sEzfhfPCZy8HIWlu67on4fsfUcvEW2WPpiCEZ09bZgzVoAmrhNCDEGUzmHyVYEuBqwn7xMe69U+ing6h5z1bYOg0LS0qVL8eOPP2LSpEmwtbXFb7/9hrfeegs7d+40V/1IpaoLfI5Eqt5GF3j9Hbychbd+uVCngza7sBxv/XIBUZN708+xAYw6JVm2HoQQK8EXAqI2qldN7h2aNCQZtKxnbGwsNm/ejE2bNuHbb7/FgQMHsGfPHigUCnPVj6D6Al8zIAHVF/iDl7Pq2bN+CiWLTJ4C1/gVOJeRB4Wy9V79FEoWy/+8Wu+DAwBg+Z9XW/XPoFRWgXYfHkC7Dw9o9CLqrXo1SVNWixBCDFO17EITTQIwKCTdvXsXTz9dPeb65JNPgsfj4cED896CZ83McYE/eDkLz204jd8dZNhvL8cbv1zAgC/ijApbxlAoWfyT9hh7U+7jn7THZg0n5XIF/rx4H1mF5fWWYQFkFZYjPtW8495N2W5t565yNt34UEzDbYQQi6padgFAUwQlg4bbFAoFbGxsNA/A46Giwoh/mRK9nE3P0+sCv/V0OgZ19oTYyRb2gvp/rZYedjLVsKFSyeJRiRQ5hVLkSMqRLSlHTuUrWyJFTqFqW2GZXO9jRmw9BwcBD56OAng6CeDpaAtPRwG8nGzh6SSAh6Nqm5eTAA4CnkG3xVtyuNQkc7Fo5jYhpLmouezCw/tmPRXDGnBPL4fDwXPPPQeBoPoZMX/++SeeffZZ2Nvbq7fFxsaatpZmJpFIIBKJUFhYCCcnJ0tXR8PelPuYuyPFoH0cBTyIRbYQi2zh5WQLsZMtvES28HIQ4KM9l/CoWKZ1PwaAWGSL0wufNcsdX/UFtKozVQW0YmmFKvAUVoWfyiBU+T5XUo7cIikq9OwN4XMYyE3cayPkcyuDlACeTqowVTtUeToKIBLycehKtl7tNgd9f+a63Lueh73fpMDF2x4Tl/YzeT0JIcRgSgUkl49A1OM5s12/DepJmjp1ap1tkydPNlllSF2ejvqtUurjbAtJWQWKpRUoklagKLcYqbnFBp2rqlfqxfWn4eZgAy6HAY/DVH7lqN9zNLYz4HI44HGZWuUrt1eW5zDA10duNjhsOHt7Mmx5F1Ei02+OG8MA7g4CVQh0UvXwqANhZThU9axx8fTq48guLK/vwQEQi2zx99yn8bhEhhxJOR4WSZErkSK3SBXScotUweyhRIoiaQXK5ApkPC5FxuPSBuvI5zJQKtl6281ANVw6NERs8mCqa6jWoHMzdHsbIaSZ4XCBdmFmPYVBIWnr1q3mqgepx5MBrvAW2eq8wMd/oOr9KZZWILuwXKPnperr9WwJ7uaV6Tzn1SyJyduhD4WSVQckBwFPFXpEtvByVAUfcWUQ8nJS9ZK5OwjA5+o3rW7piyF465cL9T04AEtfDIGznQ2c7WzQ3qPh9b5KZRWVAUozRD2sta2wTA65ouFQURVMz6bnIbS9m15t0Ze+Q7X6nJtG2wgh1sjoxSRJ0+ByGL0u8FU9AQ4CHoI8HRDkWfdC/0/aY0z47xmd53zn2SAEethDoQQUSiUqlCwUShYVisqvSlZzu8bn1dsVNT7PzCtFyt0Cnef++PnOmNCvLRwamFdljBFdvRE1uXedeUFiI+YF2dnw0M6dh3bu9g2WK5cr8FtiJpbvv6rzmLlF9YcZY+l7TL3KUUoihFghCkktgKku8Pr2Ss0b0sHkQz/6BrSubUQmD0hVRnT1Rv8g9yZbcduWz0Unb/3GyJ3t+KY/P0+/XjZ9hnRptI0QYo0oJLUQI7p6Y2iIuFErbhvaK2VK+ga0JwMMWZLVcI62fNxZNdKs56hJV7urLN93Bd+8aoPuvs6NPifLsvjjwn18tv+K7sIAfjubAV8XIfxc7RooRV1JhBDrY9A6ScSyuBwGoe3dMLpnG4S2dzMqzFT1Snk6CjS2i0W2Zr3LqiqgAXUvt+YOaJakT7udbHm4/agUY79PwLfHUlGhUBp9vjuPSjDph0Qs2HkRhWUVaONsq/XcNe27mIXBa08i8u9r9S+ZQA+4JYRYIQpJVmhEV2/8/fYAjC+2wQslfPwwuTdOL3zW7Ov1VAU0sUhzeMfcAc3SGmr3xsm9cfL9QRjZzRsVShZrj9zEyxv/QfqjEoPOIVco8f2JWxj+zSkkpD2GgMfBwhGdcOL9Qdg4uTc8nTRDsXflufe/MwBPBbpCVqFE9MnbGLjmOH78XzrkNYKaQsniyn3VZP5ymaJVr0xOCCE1GbROUmvVnNdJMpfCIil+ef9/AIDJa/pDVKtnyZxM+aDelqShdrMsi70pD7B472UUlVdAyOfi45GdMalfWzAM0+C+yZn5WBR7CdeziwAAA4LcseKlrvB3q55YXlQur3cuFsuyiLuei5V/XUPaQ1U4C3C3x8IRncCyLD7dfxWcxzJMLBYgn6PEAT+GnhlICGkWzH39ppAE6wxJcqkCm+aeBADMWBcOvoBr4RoRAHhQUIYFOy8iIe0xAGBgRw8810WMtUdv1lmt+4MRnXDxbgG2/XMHLAu42PGx+IUQvNSrjUGrgVepUCix49xdfH3kJh6XaC446lPBwaRiAQo4SvzgpKpHa+79I4S0DBSSmgCFJApJzYlSyWJrwh18cfA6ZBX6zU8a26sNPh7ZGW4Oje8RLCqXI+pEGr4/kabeVjMk/ddJavbV2QkhRB/mvn7TnCRCmhkOh8G0AQHYO7s/eDoCCJdhsO31J7B2fE+TBCRAdQfg08EeGttqrxlecyFKQghprSgkEdJMFZTKdT6fTsGysOGZvhfQpAtREkJIC0UhiZBmypJBpfYCk1VRjWEbLkcIIa0JhSRCmil9A4g5gkrVIpj1DfYxUE0eN/fin4QQYkkUkghppiwZVGovgqnuSULrXvyTEEJqopBESDNl6VXKrXXxT0IIqUIhiZBmzNJBZURXb5xe+Cx6tXUGANjZ8JpkdXZCCGkO6AG3hDRzpni4cWNwOQxc7QUAysHjMDTERgixGhSSCGkBqh5ubCnqBbytfulZQog1oeE2Qohu6s4jSkmEEOtBIYkQohNTmZIoIhFCrAmFJEKITjTcRgixRhSSCCG60VxtQogVopBECNEDpSRCiPWhkEQI0Ymp+ktBw22EECtCIYkQohP1IxFCrBGFJEKITgylJEKIFaKQRAjRQ2VKYmm8jRBiPSgkEUJ0op4kQog1opBECCGEEKIFhSRCiE7Uk0QIsUYUkgghOjFVKYmmJBFCrAiFJEKITpSNCCHWiEISIUQnGm4jhFgjCkmEEJ1ouI0QYo0oJBFCdKKeJEKINaKQRAjRqTojUVcSIcR6WDQkRUZG4oknnoCjoyM8PT0xZswY3LhxQ6NMTk4OIiIi4OPjAzs7O4wYMQKpqakaZaRSKd555x24u7vD3t4eo0aNwr1795qyKYS0auqeJMpIhBArYtGQdPLkScyePRtnzpzBkSNHUFFRgWHDhqGkpAQAwLIsxowZg9u3b2Pv3r1ITk6Gv78/hgwZoi4DAPPmzcPu3buxY8cOnD59GsXFxXjhhRegUCgs1TRCWhcabyOEWCGeJU9+8OBBjfdbt26Fp6cnkpKS8MwzzyA1NRVnzpzB5cuX0aVLFwDA999/D09PT/z222944403UFhYiM2bN+Pnn3/GkCFDAAC//PIL/Pz8cPToUQwfPrzJ20VIa8OAQhIhxPo0qzlJhYWFAABXV1cAqmE0ALC1tVWX4XK5sLGxwenTpwEASUlJkMvlGDZsmLqMj48PunbtioSEBK3nkUqlkEgkGi9CSAOa1V8KQghpGs3mTx/Lsnj33XcxYMAAdO3aFQDQqVMn+Pv7Y9GiRcjPz4dMJsOqVauQnZ2NrKwsAEB2djZsbGzg4uKicTwvLy9kZ2drPVdkZCREIpH65efnZ97GEdJa0JwkQogVaTYh6e2338a///6L3377Tb2Nz+fjjz/+wM2bN+Hq6go7OzucOHECzz33HLhcboPHY1m2em2XWhYtWoTCwkL16+7duyZtCyGtDQ23EUKskUXnJFV55513sG/fPpw6dQq+vr4an/Xp0wcpKSkoLCyETCaDh4cH+vXrh759+wIAxGIxZDIZ8vPzNXqTcnNzERYWpvV8AoEAAoHAfA0ipJWheduEEGtk0Z4klmXx9ttvIzY2FnFxcQgICKi3rEgkgoeHB1JTU3H+/HmMHj0agCpE8fl8HDlyRF02KysLly9frjckEUIMQ0sAEEKskUV7kmbPno3t27dj7969cHR0VM8hEolEEAqFAICdO3fCw8MDbdu2xaVLlzB37lyMGTNGPVFbJBJh2rRpeO+99+Dm5gZXV1csWLAA3bp1U9/tRghpJOpJIoRYIYuGpKioKADAwIEDNbZv3boVERERAFS9Qu+++y5ycnLg7e2N1157DYsXL9Yo//XXX4PH42HcuHEoKyvD4MGD8eOPP+qct0QI0U/VnCTKSoQQa2LRkMSyuvvu58yZgzlz5jRYxtbWFuvXr8f69etNVTVCSA00J4kQYo2azd1thJDmizISIcQaUUgihOjGqfGIWz16gAkhpDWgkEQI0UmjJ4kyEiHESlBIIoToVHNOEmUkQoi1oJBECNFJY/V6Gm4jhFgJCkmEEJ1qhiSKSIQQa0EhiRBiGEpJhBArQSGJEKKTxjpJFJIIIVaCQhIhRCfNjEQpiRBiHSgkEUJ0Yjh0exshxPpQSCKEEEII0YJCEiFEN+pIIoRYIQpJhBCdGFpNkhBihSgkEUJ00lxLklISIcQ6UEgihOjE6C5CCCGtDoUkQohOdHcbIcQaUUgihOjEgB5LQgixPhSSCCE6aa64TTGJEGIdKCQRQgxCGYkQYi0oJBFCdKOZ24QQK0QhiRCik8Y6SYQQYiUoJBFCdNKISDTcRgixEhSSCCE6MTX+UrCUkgghVoJCEiFEJ+pJIoRYIwpJhBCdOJzqPxV0dxshxFpQSCKE6ETztgkh1ohCEiFEJwbVc5HoAbeEEGtBIYkQohvD0FQkQojVoZBECNGJJm4TQqwRhSRCiE40J4kQYo0oJBFC9FLVgURTkggh1oJCEiFEJ0ZjwI1SEiHEOlBIIoToxDDUk0QIsT4UkgghOtGUJEKINaKQRAjRSbMnibqSCCHWgUISIUQnjTlJlJEIIVaCQhIhRDeGshEhxPpQSCKE6KRxbxulJUKIlaCQRAjRiaHVJAkhVohCEiFEJ82IRF1JhBDrQCGJEKITrZNECLFGFJIIIToxtOA2IcQKUUgihOjEgKFsRAixOhSSCCH6qexNosUkCSHWgkISIUQnhtZJIoRYIQpJhBCDUEcSIcRaUEgihOjEMDXmJFFIIoRYCQpJhBCdNG9uo5RECLEOFJIIITrRgtuEEGtEIYkQopPGEgDUkUQIsRIUkgghOlFPEiHEGlFIIoTopDEniXqSCCFWgkISIUQnzXWSKCURQqwDhSRCiB6q+5KoJ4kQYi0oJBFCdNLoSaKQRAixEhSSCCGEEEK0oJBECNGJQfUikvSAW0KItaCQRAjRiaE1AAghVohCEiFEJ4pIhBBrRCGJEKJTzYnbNNpGCLEWFJIIIToxmk+4JYQQq0AhiRCiEwMGbGVQYiklEUKsBIUkQohu1JNECLFCFg1JkZGReOKJJ+Do6AhPT0+MGTMGN27c0ChTXFyMt99+G76+vhAKhejcuTOioqI0ygwcOBAMw2i8Xn311aZsCiGtGk3cJoRYI4uGpJMnT2L27Nk4c+YMjhw5goqKCgwbNgwlJSXqMvPnz8fBgwfxyy+/4Nq1a5g/fz7eeecd7N27V+NY06dPR1ZWlvoVHR3d1M0hpNViGIYmbhNCrA7Pkic/ePCgxvutW7fC09MTSUlJeOaZZwAA//zzD6ZOnYqBAwcCAGbMmIHo6GicP38eo0ePVu9rZ2cHsVjcZHUnxJpo9CRRSiKEWAmLhqTaCgsLAQCurq7qbQMGDMC+ffvwn//8Bz4+Pjhx4gRu3ryJdevWaez766+/4pdffoGXlxeee+45LF26FI6OjlrPI5VKIZVK65xXIpGYuknNllyqQJlM1WMnkUjAF3AtXCPSnJWWFKFMVgJbJQeSIgnsJTSdkRBieVXXbbM9CYBtJpRKJfviiy+yAwYM0NgulUrZ1157jQXA8ng81sbGhv3pp580ymzatIk9cuQIe+nSJfa3335j27Vrxw4ZMqTecy1dupSFavopvehFL3rRi170auGvtLQ0s2QThmWbR9/57NmzceDAAZw+fRq+vr7q7V9++SX++9//4ssvv4S/vz9OnTqFRYsWYffu3RgyZIjWYyUlJaFv375ISkpC796963xeuyepoKAA/v7+yMzMhEgkMn3jmimJRAI/Pz/cvXsXTk5Olq5Ok6F2U7utAbWb2m0NCgsL0bZtW+Tn58PZ2dnkx28Ww23vvPMO9u3bh1OnTmkEpLKyMnz00UfYvXs3Ro4cCQDo3r07UlJS8OWXX9Ybknr37g0+n4/U1FStIUkgEEAgENTZLhKJrOr/XFWcnJyo3VaE2m1dqN3WxVrbzeGYZwqARUMSy7J45513sHv3bpw4cQIBAQEan8vlcsjl8jqN53K5UCqV9R73ypUrkMvl8Pb2Nku9CSGEENL6WTQkzZ49G9u3b8fevXvh6OiI7OxsAKoeHaFQCCcnJ4SHh+P999+HUCiEv78/Tp48iZ9++glr164FAKSlpeHXX3/F888/D3d3d1y9ehXvvfceevXqhf79+1uyeYQQQghpwSwakqoWhay6vb/K1q1bERERAQDYsWMHFi1ahEmTJiEvLw/+/v5YsWIFZs6cCQCwsbHBsWPHsG7dOhQXF8PPzw8jR47E0qVLweXqd8eWQCDA0qVLtQ7BtWbUbmq3NaB2U7utAbXbPO1uNhO3CSGEEEKaE1rshBBCCCFECwpJhBBCCCFaUEgihBBCCNGCQhIhhBBCiBZWH5K+//57BAQEwNbWFn369EF8fLylq2RSkZGReOKJJ+Do6AhPT0+MGTMGN27c0CjDsiyWLVsGHx8fCIVCDBw4EFeuXLFQjc0jMjISDMNg3rx56m2ttd3379/H5MmT4ebmBjs7O/Ts2RNJSUnqz1tjuysqKvDJJ58gICAAQqEQgYGB+PTTTzXWU2sN7T516hRefPFF+Pj4gGEY7NmzR+NzfdoolUrxzjvvwN3dHfb29hg1ahTu3bvXhK0wXEPtlsvlWLhwIbp16wZ7e3v4+Pjgtddew4MHDzSO0draXdubb74JhmHwzTffaGxvre2+du0aRo0aBZFIBEdHRzz11FPIzMxUf26qdlt1SPr9998xb948fPzxx0hOTsbTTz+N5557TuMH3dKdPHkSs2fPxpkzZ3DkyBFUVFRg2LBhKCkpUZdZvXo11q5diw0bNuDcuXMQi8UYOnQoioqKLFhz0zl37hw2bdqE7t27a2xvje3Oz89H//79wefz8ffff+Pq1av46quvNJbrb43t/uKLL7Bx40Zs2LAB165dw+rVq7FmzRqsX79eXaY1tLukpAQ9evTAhg0btH6uTxvnzZuH3bt3Y8eOHTh9+jSKi4vxwgsvQKFQNFUzDNZQu0tLS3HhwgUsXrwYFy5cQGxsLG7evIlRo0ZplGtt7a5pz549SExMhI+PT53PWmO709LSMGDAAHTq1AknTpzAxYsXsXjxYtja2qrLmKzdZnkiXAvx5JNPsjNnztTY1qlTJ/bDDz+0UI3MLzc3lwXAnjx5kmVZ1YOFxWIxu2rVKnWZ8vJyViQSsRs3brRUNU2mqKiIDQ4OZo8cOcKGh4ezc+fOZVm29bZ74cKFdR4SXVNrbffIkSPZ//znPxrbxo4dy06ePJll2dbZbgDs7t271e/1aWNBQQHL5/PZHTt2qMvcv3+f5XA47MGDB5us7o1Ru93anD17lgXAZmRksCzbutt97949tk2bNuzly5dZf39/9uuvv1Z/1lrbPX78ePV/29qYst1W25Mkk8mQlJSEYcOGaWwfNmwYEhISLFQr8yssLAQAuLq6AgDS09ORnZ2t8XMQCAQIDw9vFT+H2bNnY+TIkXWe89da271v3z707dsXr7zyCjw9PdGrVy/897//VX/eWts9YMAAHDt2DDdv3gQAXLx4EadPn8bzzz8PoPW2uyZ92piUlAS5XK5RxsfHB127dm01PwdA9XeOYRh1D2prbbdSqcSUKVPw/vvvo0uXLnU+b43tViqVOHDgADp06IDhw4fD09MT/fr10xiSM2W7rTYkPXr0CAqFAl5eXhrbvby81I9HaW1YlsW7776LAQMGoGvXrgCgbmtr/Dns2LEDFy5cQGRkZJ3PWmu7b9++jaioKAQHB+PQoUOYOXMm5syZg59++glA6233woULMWHCBHTq1Al8Ph+9evXCvHnzMGHCBACtt9016dPG7Oxs2NjYwMXFpd4yLV15eTk+/PBDTJw4Uf2g19ba7i+++AI8Hg9z5szR+nlrbHdubi6Ki4uxatUqjBgxAocPH8ZLL72EsWPH4uTJkwBM226LPpakOWAYRuM9y7J1trUWb7/9Nv7991+cPn26zmet7edw9+5dzJ07F4cPH9YYp66ttbVbqVSib9++WLlyJQCgV69euHLlCqKiovDaa6+py7W2dv/+++/45ZdfsH37dnTp0gUpKSmYN28efHx8MHXqVHW51tZubYxpY2v5Ocjlcrz66qtQKpX4/vvvdZZvye1OSkrCunXrcOHCBYPb0JLbXXUzxujRozF//nwAQM+ePZGQkICNGzciPDy83n2NabfV9iS5u7uDy+XWSZW5ubl1/iXWGrzzzjvYt28fjh8/Dl9fX/V2sVgMAK3u55CUlITc3Fz06dMHPB4PPB4PJ0+exLfffgsej6duW2trt7e3N0JCQjS2de7cWX0zQmv9fb///vv48MMP8eqrr6Jbt26YMmUK5s+fr+5FbK3trkmfNorFYshkMuTn59dbpqWSy+UYN24c0tPTceTIEXUvEtA62x0fH4/c3Fy0bdtW/TcuIyMD7733Htq1awegdbbb3d0dPB5P5985U7XbakOSjY0N+vTpgyNHjmhsP3LkCMLCwixUK9NjWRZvv/02YmNjERcXh4CAAI3PAwICIBaLNX4OMpkMJ0+ebNE/h8GDB+PSpUtISUlRv/r27YtJkyYhJSUFgYGBrbLd/fv3r7PEw82bN+Hv7w+g9f6+S0tLweFo/jnjcrnqf3W21nbXpE8b+/TpAz6fr1EmKysLly9fbtE/h6qAlJqaiqNHj8LNzU3j89bY7ilTpuDff//V+Bvn4+OD999/H4cOHQLQOtttY2ODJ554osG/cyZtt0HTvFuZHTt2sHw+n928eTN79epVdt68eay9vT17584dS1fNZN566y1WJBKxJ06cYLOystSv0tJSdZlVq1axIpGIjY2NZS9dusROmDCB9fb2ZiUSiQVrbno1725j2dbZ7rNnz7I8Ho9dsWIFm5qayv7666+snZ0d+8svv6jLtMZ2T506lW3Tpg27f/9+Nj09nY2NjWXd3d3ZDz74QF2mNbS7qKiITU5OZpOTk1kA7Nq1a9nk5GT1XVz6tHHmzJmsr68ve/ToUfbChQvss88+y/bo0YOtqKiwVLN0aqjdcrmcHTVqFOvr68umpKRo/J2TSqXqY7S2dmtT++42lm2d7Y6NjWX5fD67adMmNjU1lV2/fj3L5XLZ+Ph49TFM1W6rDkksy7Lfffcd6+/vz9rY2LC9e/dW3xrfWgDQ+tq6dau6jFKpZJcuXcqKxWJWIBCwzzzzDHvp0iXLVdpMaoek1truP//8k+3atSsrEAjYTp06sZs2bdL4vDW2WyKRsHPnzmXbtm3L2trasoGBgezHH3+scZFsDe0+fvy41v+ep06dyrKsfm0sKytj3377bdbV1ZUVCoXsCy+8wGZmZlqgNfprqN3p6en1/p07fvy4+hitrd3aaAtJrbXdmzdvZoOCglhbW1u2R48e7J49ezSOYap2MyzLsob1PRFCCCGEtH5WOyeJEEIIIaQhFJIIIYQQQrSgkEQIIYQQogWFJEIIIYQQLSgkEUIIIYRoQSGJEEIIIUQLCkmEEEIIIVpQSCKEEAvavHkzhg0bZtA+GzZswKhRo8xUI0JIFQpJhBAwDNPgKyIiwtJVNLmBAwdi3rx5Fq2DVCrFkiVLsHjxYvW2ZcuWoWfPnhrl4uPj4ezsjHfeeQcsy2L69Ok4d+4cTp8+3cQ1JsS6UEgihCArK0v9+uabb+Dk5KSxbd26dZauot7kcnmLOd8ff/wBBwcHPP300/WWOXDgAIYPH465c+di/fr1YBgGAoEAEydOxPr1640+NyFENwpJhBCIxWL1SyQSgWEYjW2nTp1Cnz59YGtri8DAQCxfvhwVFRXq/RmGQXR0NF544QXY2dmhc+fO+Oeff3Dr1i0MHDgQ9vb2CA0NRVpamnqfqh6T6Oho+Pn5wc7ODq+88goKCgo06rZ161Z07twZtra26NSpE77//nv1Z3fu3AHDMIiJicHAgQNha2uLX375BY8fP8aECRPg6+sLOzs7dOvWDb/99pt6v4iICJw8eRLr1q1T95bduXMHP/74I5ydnTXOv2fPHjAMU6feW7ZsQWBgIAQCAViWRWFhIWbMmAFPT084OTnh2WefxcWLFxv8ue/YsaPBYbPt27dj7NixWLVqFZYvX67x2ahRo7Bnzx6UlZU1eA5CiPEoJBFCGnTo0CFMnjwZc+bMwdWrVxEdHY0ff/wRK1as0Cj32Wef4bXXXkNKSgo6deqEiRMn4s0338SiRYtw/vx5AMDbb7+tsc+tW7cQExODP//8EwcPHkRKSgpmz56t/vy///0vPv74Y6xYsQLXrl3DypUrsXjxYmzbtk3jOAsXLsScOXNw7do1DB8+HOXl5ejTpw/279+Py5cvY8aMGZgyZQoSExMBAOvWrUNoaCimT5+u7i3z8/PT+2dSVe8//vgDKSkpAICRI0ciOzsbf/31F5KSktC7d28MHjwYeXl59R4nPj4effv21frZd999h9dffx2bN2/GnDlz6nzet29fyOVynD17Vu96E0IM1Jgn9RJCWp+tW7eyIpFI/f7pp59mV65cqVHm559/Zr29vdXvAbCffPKJ+v0///zDAmA3b96s3vbbb7+xtra26vdLly5luVwue/fuXfW2v//+m+VwOGxWVhbLsizr5+fHbt++XePcn332GRsaGsqyLKt+Avw333yjs13PP/88+95776nfh4eHs3Pnzm2w7SzLsrt372Zr/qlcunQpy+fz2dzcXPW2Y8eOsU5OTmx5ebnGvu3bt2ejo6O11ic/P58FwJ46dUpj+9KlS1kbG5s6Pz9tXFxc2B9//LHBMoQQ4/EsGdAIIc1fUlISzp07p9FzpFAoUF5ejtLSUtjZ2QEAunfvrv7cy8sLANCtWzeNbeXl5ZBIJHBycgIAtG3bFr6+vuoyoaGhUCqVuHHjBrhcLu7evYtp06Zh+vTp6jIVFRUQiUQadazdG6NQKLBq1Sr8/vvvuH//PqRSKaRSKezt7Rv74wAA+Pv7w8PDQ/0+KSkJxcXFcHNz0yhXVlamMcRY+zMAsLW1rfOZr68vnJ2dsXr1ajz33HPw9vbWegyhUIjS0lJjm0EI0YFCEiGkQUqlEsuXL8fYsWPrfFbzAs/n89XfV83h0bZNqVTWe66qMgzDqMv997//Rb9+/TTKcblcjfe1w89XX32Fr7/+Gt988w26desGe3t7zJs3DzKZrP6GAuBwOGBZVmObtonZtc+nVCrh7e2NEydO1Clbe45TFTc3NzAMg/z8/DqfOTo64ujRoxg2bBgGDhyI48ePw8fHp065vLw8jbBGCDEtCkmEkAb17t0bN27cQFBQkMmPnZmZiQcPHqgDwD///AMOh4MOHTrAy8sLbdq0we3btzFp0iSDjhsfH4/Ro0dj8uTJAFQhJjU1FZ07d1aXsbGxgUKh0NjPw8MDRUVFKCn5//buHqSRIAzj+BMUERFFUQxYJGqwCFokIGqjAcUFq2AR7ARRrLSyUaJsZyEE7AWXIIqdhSzE2AUCluJHICgsKpLCxuLAyrviuIXc7UWj3h0c/187H7vTPcy8O/vFDUI/ao4qiUajKpVKqq2tVTAYfNM71tXVKRwO6+rqyvOepJaWFp2cnMgwDDcodXZ2uu03Nzd6fn5WJBJ50/MAVI/CbQAVra+vK51OyzRNXV5eqlAo6ODgQMlk8sNz19fXa2ZmRmdnZ8rlclpaWlIikZDf75f0/UuyjY0NbW1tqVgs6vz8XDs7O0qlUhXnDYVCymazyufzKhQKWlhYUKlUKusTDAZ1enoqx3H0+Piol5cXDQ4OqqGhQaurq7q+vtbe3p4sy3p1HePj4xoeHlY8Hlcmk5HjOMrn80omk27RuhfDMCreddTc3Kzj42O1tbUpFovp/v7ebcvlcuru7lZPT8+r7wfgfQhJACoyDENHR0fKZrMaGBjQ0NCQUqmUAoHAh+cOhUKamprS5OSkJiYm1NfXV/aJ/9zcnLa3t2VZlvr7+zU6OirLstTV1VVx3rW1NUWjUXcXxu/3Kx6Pl/VZXl5WTU2NwuGw2tvbdXt7q9bWVu3u7sq2bffaANM0X12Hz+eTbdsaGRnR7Oysent7NT09Lcdx3PosL/Pz87JtW09PT7/t09TUpEwmo46ODsViMd3d3UmS9vf3y2q1AHw+39efD+AB4C8wTVOHh4dvOs76nyUSCUUiEa2srLx5zMXFhcbGxlQsFn8pYgfwedhJAoB/aHNzU42NjVWNeXh4UDqdJiABfxiF2wDwDwUCAS0uLlY1ptof4gJ4H47bAAAAPHDcBgAA4IGQBAAA4IGQBAAA4IGQBAAA4IGQBAAA4IGQBAAA4IGQBAAA4IGQBAAA4IGQBAAA4OEbxEgKR0Pg6pcAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.errorbar(Ts, sigma_vals, yerr=sigma_errs, fmt='o-', label='Sigma')\n",
    "plt.errorbar(Ts, gamma_vals, yerr=gamma_errs, fmt='s-', label='Gamma')\n",
    "plt.errorbar(Ts, fwhm_vals, yerr=fwhm_errs, fmt='d-', label='Voigt FWHM')\n",
    "plt.xlim([0,110])\n",
    "plt.ylim([0,2])\n",
    "plt.xlabel('Temperature (K)')\n",
    "plt.ylabel('Width (units)')\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure()\n",
    "for i in range(max(len(p) for p in peak_positions_vals)):\n",
    "    peak_pos = [pos[i] if i < len(pos) else np.nan for pos in peak_positions_vals]\n",
    "    peak_err = [err[i] if i < len(err) else np.nan for err in peak_positions_errs]\n",
    "    plt.errorbar(Ts, peak_pos, yerr=peak_err, fmt='o-', label=f'Peak {i+1}')\n",
    "plt.xlabel('Temperature (K)')\n",
    "plt.ylabel('Peak Position (units)')\n",
    "plt.xlim([0,160])\n",
    "plt.ylim([285,310])\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "00107f11",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[array([292.81139102, 294.62345831, 296.61403457, 298.6211796 ,\n",
       "        300.66221288,   0.35654767, -14.01568197]),\n",
       " array([292.67770663, 294.63447553, 296.61321191, 298.62087695,\n",
       "        299.        ,   0.3060664 ,  41.40141608]),\n",
       " array([292.64545057, 294.89160342, 296.79159063, 298.76219183,\n",
       "        300.66263133,   0.32754291,  41.85875398]),\n",
       " array([292.86438259, 294.69920396, 296.40151416, 298.41103495,\n",
       "        299.90591667,   0.42328018,  25.56074225]),\n",
       " array([292.65753254, 294.63396996, 296.41811703, 298.54718297,\n",
       "        300.57606083,   0.42165066,  41.17025316]),\n",
       " array([291.93022244, 294.57268917, 296.5095526 , 298.43307827,\n",
       "        300.58443024,   0.44413276,  28.12955633]),\n",
       " array([292.59457847, 294.52570542, 296.30447207, 298.42184266,\n",
       "        300.2724973 ,   0.46123886,   2.20426908]),\n",
       " array([292.01277431, 294.2251127 , 296.0193159 , 298.28338519,\n",
       "        300.25881034,   0.4472998 ,  16.88948381]),\n",
       " array([  0.        , 294.09535498, 296.21241609, 298.1158447 ,\n",
       "          0.48354965,  16.24253425]),\n",
       " array([  0.        , 294.27225915, 296.36654413, 298.13330363,\n",
       "          0.49011207,  -5.58997082]),\n",
       " array([  0.        , 294.29549457, 296.20039256, 298.13076876,\n",
       "          0.51049309,  18.60139909]),\n",
       " array([  0.        , 293.65233059, 296.13042125, 298.63211183,\n",
       "          1.41197677,   0.45529803]),\n",
       " array([  0.        , 293.18150322, 295.41193985, 297.71650148,\n",
       "          1.32767712,  70.17152133]),\n",
       " array([  0.        , 293.11110138, 295.18206201, 298.74236699,\n",
       "          1.46770041,  74.21594549]),\n",
       " array([  0.        , 292.15718799, 294.47781611, 297.416748  ,\n",
       "          1.18464245,  45.6880285 ]),\n",
       " array([  0.        , 292.03236848, 294.05887593, 295.85      ,\n",
       "          1.53951086,  72.69931765])]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "peak_positions_vals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "172b9b40",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0.        ,   0.        , 292.03236848, 294.05887593,\n",
       "       295.85      ,   1.53951086,  72.69931765])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.r_[0, 0, popt[1::2]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bc3bbee7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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